Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor 2021-11 Association for Computational Linguistics Online and Punta Cana, Dominican Republic text conference publication emnlp-2021 https://aclanthology.org/2021.emnlp-main.0/ AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate Jongyoon Song author Sungwon Kim author Sungroh Yoon author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication song-etal-2021-alignart 10.18653/v1/2021.emnlp-main.1 https://aclanthology.org/2021.emnlp-main.1/ 2021-11 1 14 Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders Guanhua Chen author Shuming Ma author Yun Chen author Li Dong author Dongdong Zhang author Jia Pan author Wenping Wang author Furu Wei author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chen-etal-2021-zero 10.18653/v1/2021.emnlp-main.2 https://aclanthology.org/2021.emnlp-main.2/ 2021-11 15 26 ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora Xuan Ouyang author Shuohuan Wang author Chao Pang author Yu Sun author Hao Tian author Hua Wu author Haifeng Wang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ouyang-etal-2021-ernie 10.18653/v1/2021.emnlp-main.3 https://aclanthology.org/2021.emnlp-main.3/ 2021-11 27 38 Cross Attention Augmented Transducer Networks for Simultaneous Translation Dan Liu author Mengge Du author Xiaoxi Li author Ya Li author Enhong Chen author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-cross 10.18653/v1/2021.emnlp-main.4 https://aclanthology.org/2021.emnlp-main.4/ 2021-11 39 55 Translating Headers of Tabular Data: A Pilot Study of Schema Translation Kunrui Zhu author Yan Gao author Jiaqi Guo author Jian-Guang Lou author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhu-etal-2021-translating 10.18653/v1/2021.emnlp-main.5 https://aclanthology.org/2021.emnlp-main.5/ 2021-11 56 66 Towards Making the Most of Dialogue Characteristics for Neural Chat Translation Yunlong Liang author Chulun Zhou author Fandong Meng author Jinan Xu author Yufeng Chen author Jinsong Su author Jie Zhou author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liang-etal-2021-towards 10.18653/v1/2021.emnlp-main.6 https://aclanthology.org/2021.emnlp-main.6/ 2021-11 67 79 Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining Yicheng Zou author Bolin Zhu author Xingwu Hu author Tao Gui author Qi Zhang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zou-etal-2021-low 10.18653/v1/2021.emnlp-main.7 https://aclanthology.org/2021.emnlp-main.7/ 2021-11 80 91 Controllable Neural Dialogue Summarization with Personal Named Entity Planning Zhengyuan Liu author Nancy Chen author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-chen-2021-controllable 10.18653/v1/2021.emnlp-main.8 https://aclanthology.org/2021.emnlp-main.8/ 2021-11 92 106 Fine-grained Factual Consistency Assessment for Abstractive Summarization Models Sen Zhang author Jianwei Niu author Chuyuan Wei author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhang-etal-2021-fine-grained 10.18653/v1/2021.emnlp-main.9 https://aclanthology.org/2021.emnlp-main.9/ 2021-11 107 116 Decision-Focused Summarization Chao-Chun Hsu author Chenhao Tan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication hsu-tan-2021-decision 10.18653/v1/2021.emnlp-main.10 https://aclanthology.org/2021.emnlp-main.10/ 2021-11 117 132 Multiplex Graph Neural Network for Extractive Text Summarization Baoyu Jing author Zeyu You author Tao Yang author Wei Fan author Hanghang Tong author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication jing-etal-2021-multiplex 10.18653/v1/2021.emnlp-main.11 https://aclanthology.org/2021.emnlp-main.11/ 2021-11 133 139 A Thorough Evaluation of Task-Specific Pretraining for Summarization Sascha Rothe author Joshua Maynez author Shashi Narayan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication rothe-etal-2021-thorough 10.18653/v1/2021.emnlp-main.12 https://aclanthology.org/2021.emnlp-main.12/ 2021-11 140 145 HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization Ye Liu author Jianguo Zhang author Yao Wan author Congying Xia author Lifang He author Philip Yu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-hetformer 10.18653/v1/2021.emnlp-main.13 https://aclanthology.org/2021.emnlp-main.13/ 2021-11 146 154 Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context Xinnian Liang author Shuangzhi Wu author Mu Li author Zhoujun Li author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liang-etal-2021-unsupervised 10.18653/v1/2021.emnlp-main.14 https://aclanthology.org/2021.emnlp-main.14/ 2021-11 155 164 Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning Xiangyu Lin author Tianyi Liu author Weijia Jia author Zhiguo Gong author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lin-etal-2021-distantly 10.18653/v1/2021.emnlp-main.15 https://aclanthology.org/2021.emnlp-main.15/ 2021-11 165 174 Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification Qi Shi author Yu Zhang author Qingyu Yin author Ting Liu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication shi-etal-2021-logic 10.18653/v1/2021.emnlp-main.16 https://aclanthology.org/2021.emnlp-main.16/ 2021-11 175 184 A Partition Filter Network for Joint Entity and Relation Extraction Zhiheng Yan author Chong Zhang author Jinlan Fu author Qi Zhang author Zhongyu Wei author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yan-etal-2021-partition 10.18653/v1/2021.emnlp-main.17 https://aclanthology.org/2021.emnlp-main.17/ 2021-11 185 197 TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network Zheng Fang author Yanan Cao author Tai Li author Ruipeng Jia author Fang Fang author Yanmin Shang author Yuhai Lu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication fang-etal-2021-tebner 10.18653/v1/2021.emnlp-main.18 https://aclanthology.org/2021.emnlp-main.18/ 2021-11 198 207 Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge Bin Liang author Hang Su author Rongdi Yin author Lin Gui author Min Yang author Qin Zhao author Xiaoqi Yu author Ruifeng Xu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liang-etal-2021-beta 10.18653/v1/2021.emnlp-main.19 https://aclanthology.org/2021.emnlp-main.19/ 2021-11 208 218 DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction Entony Lekhtman author Yftah Ziser author Roi Reichart author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lekhtman-etal-2021-dilbert 10.18653/v1/2021.emnlp-main.20 https://aclanthology.org/2021.emnlp-main.20/ 2021-11 219 230 Improving Multimodal fusion via Mutual Dependency Maximisation Pierre Colombo author Emile Chapuis author Matthieu Labeau author Chloé Clavel author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication colombo-etal-2021-improving 10.18653/v1/2021.emnlp-main.21 https://aclanthology.org/2021.emnlp-main.21/ 2021-11 231 245 Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training Zhengyan Li author Yicheng Zou author Chong Zhang author Qi Zhang author Zhongyu Wei author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-learning-implicit 10.18653/v1/2021.emnlp-main.22 https://aclanthology.org/2021.emnlp-main.22/ 2021-11 246 256 Progressive Self-Training with Discriminator for Aspect Term Extraction Qianlong Wang author Zhiyuan Wen author Qin Zhao author Min Yang author Ruifeng Xu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-progressive 10.18653/v1/2021.emnlp-main.23 https://aclanthology.org/2021.emnlp-main.23/ 2021-11 257 268 Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification Hao Chen author Rui Xia author Jianfei Yu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chen-etal-2021-reinforced 10.18653/v1/2021.emnlp-main.24 https://aclanthology.org/2021.emnlp-main.24/ 2021-11 269 278 Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles Jian Zhu author David Jurgens author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhu-jurgens-2021-idiosyncratic 10.18653/v1/2021.emnlp-main.25 https://aclanthology.org/2021.emnlp-main.25/ 2021-11 279 297 Narrative Theory for Computational Narrative Understanding Andrew Piper author Richard Jean So author David Bamman author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication piper-etal-2021-narrative 10.18653/v1/2021.emnlp-main.26 https://aclanthology.org/2021.emnlp-main.26/ 2021-11 298 311 (Mis)alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys Kenneth Joseph author Sarah Shugars author Ryan Gallagher author Jon Green author Alexi Quintana Mathé author Zijian An author David Lazer author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication joseph-etal-2021-mis 10.18653/v1/2021.emnlp-main.27 https://aclanthology.org/2021.emnlp-main.27/ 2021-11 312 324 How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? Indira Sen author Mattia Samory author Fabian Flöck author Claudia Wagner author Isabelle Augenstein author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication sen-etal-2021-counterfactually 10.18653/v1/2021.emnlp-main.28 https://aclanthology.org/2021.emnlp-main.28/ 2021-11 325 344 Latent Hatred: A Benchmark for Understanding Implicit Hate Speech Mai ElSherief author Caleb Ziems author David Muchlinski author Vaishnavi Anupindi author Jordyn Seybolt author Munmun De Choudhury author Diyi Yang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication elsherief-etal-2021-latent 10.18653/v1/2021.emnlp-main.29 https://aclanthology.org/2021.emnlp-main.29/ 2021-11 345 363 Distilling Linguistic Context for Language Model Compression Geondo Park author Gyeongman Kim author Eunho Yang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication park-etal-2021-distilling 10.18653/v1/2021.emnlp-main.30 https://aclanthology.org/2021.emnlp-main.30/ 2021-11 364 378 Dynamic Knowledge Distillation for Pre-trained Language Models Lei Li author Yankai Lin author Shuhuai Ren author Peng Li author Jie Zhou author Xu Sun author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-dynamic 10.18653/v1/2021.emnlp-main.31 https://aclanthology.org/2021.emnlp-main.31/ 2021-11 379 389 Few-Shot Text Generation with Natural Language Instructions Timo Schick author Hinrich Schütze author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication schick-schutze-2021-shot 10.18653/v1/2021.emnlp-main.32 https://aclanthology.org/2021.emnlp-main.32/ 2021-11 390 402 SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map Kangli Zi author Shi Wang author Yu Liu author Jicun Li author Yanan Cao author Cungen Cao author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zi-etal-2021-som 10.18653/v1/2021.emnlp-main.33 https://aclanthology.org/2021.emnlp-main.33/ 2021-11 403 415 Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity Po-Nien Kung author Sheng-Siang Yin author Yi-Cheng Chen author Tse-Hsuan Yang author Yun-Nung Chen author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication kung-etal-2021-efficient 10.18653/v1/2021.emnlp-main.34 https://aclanthology.org/2021.emnlp-main.34/ 2021-11 416 428 GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation Derek Chen author Zhou Yu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chen-yu-2021-gold 10.18653/v1/2021.emnlp-main.35 https://aclanthology.org/2021.emnlp-main.35/ 2021-11 429 442 Graph Based Network with Contextualized Representations of Turns in Dialogue Bongseok Lee author Yong Suk Choi author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lee-choi-2021-graph 10.18653/v1/2021.emnlp-main.36 https://aclanthology.org/2021.emnlp-main.36/ 2021-11 443 455 Automatically Exposing Problems with Neural Dialog Models Dian Yu author Kenji Sagae author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yu-sagae-2021-automatically 10.18653/v1/2021.emnlp-main.37 https://aclanthology.org/2021.emnlp-main.37/ 2021-11 456 470 Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online News Michael Bugert author Iryna Gurevych author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication bugert-gurevych-2021-event 10.18653/v1/2021.emnlp-main.38 https://aclanthology.org/2021.emnlp-main.38/ 2021-11 471 491 Inducing Stereotypical Character Roles from Plot Structure Labiba Jahan author Rahul Mittal author Mark Finlayson author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication jahan-etal-2021-inducing 10.18653/v1/2021.emnlp-main.39 https://aclanthology.org/2021.emnlp-main.39/ 2021-11 492 497 Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification Alexander Spangher author Jonathan May author Sz-Rung Shiang author Lingjia Deng author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication spangher-etal-2021-multitask 10.18653/v1/2021.emnlp-main.40 https://aclanthology.org/2021.emnlp-main.40/ 2021-11 498 517 Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models Robert Wolfe author Aylin Caliskan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wolfe-caliskan-2021-low 10.18653/v1/2021.emnlp-main.41 https://aclanthology.org/2021.emnlp-main.41/ 2021-11 518 532 Mitigating Language-Dependent Ethnic Bias in BERT Jaimeen Ahn author Alice Oh author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ahn-oh-2021-mitigating 10.18653/v1/2021.emnlp-main.42 https://aclanthology.org/2021.emnlp-main.42/ 2021-11 533 549 Adversarial Scrubbing of Demographic Information for Text Classification Somnath Basu Roy Chowdhury author Sayan Ghosh author Yiyuan Li author Junier Oliva author Shashank Srivastava author Snigdha Chaturvedi author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication basu-roy-chowdhury-etal-2021-adversarial 10.18653/v1/2021.emnlp-main.43 https://aclanthology.org/2021.emnlp-main.43/ 2021-11 550 562 Open-domain clarification question generation without question examples Julia White author Gabriel Poesia author Robert Hawkins author Dorsa Sadigh author Noah Goodman author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication white-etal-2021-open 10.18653/v1/2021.emnlp-main.44 https://aclanthology.org/2021.emnlp-main.44/ 2021-11 563 570 Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting Wangchunshu Zhou author Tao Ge author Canwen Xu author Ke Xu author Furu Wei author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhou-etal-2021-improving-sequence 10.18653/v1/2021.emnlp-main.45 https://aclanthology.org/2021.emnlp-main.45/ 2021-11 571 582 Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data Dheeraj Mekala author Varun Gangal author Jingbo Shang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication mekala-etal-2021-coarse2fine 10.18653/v1/2021.emnlp-main.46 https://aclanthology.org/2021.emnlp-main.46/ 2021-11 583 594 Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries Carl Edwards author ChengXiang Zhai author Heng Ji author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication edwards-etal-2021-text2mol 10.18653/v1/2021.emnlp-main.47 https://aclanthology.org/2021.emnlp-main.47/ 2021-11 595 607 Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus Sohrab Ferdowsi author Nikolay Borissov author Julien Knafou author Poorya Amini author Douglas Teodoro author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ferdowsi-etal-2021-classification 10.18653/v1/2021.emnlp-main.48 https://aclanthology.org/2021.emnlp-main.48/ 2021-11 608 618 The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers Róbert Csordás author Kazuki Irie author Juergen Schmidhuber author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication csordas-etal-2021-devil 10.18653/v1/2021.emnlp-main.49 https://aclanthology.org/2021.emnlp-main.49/ 2021-11 619 634 Artificial Text Detection via Examining the Topology of Attention Maps Laida Kushnareva author Daniil Cherniavskii author Vladislav Mikhailov author Ekaterina Artemova author Serguei Barannikov author Alexander Bernstein author Irina Piontkovskaya author Dmitri Piontkovski author Evgeny Burnaev author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication kushnareva-etal-2021-artificial 10.18653/v1/2021.emnlp-main.50 https://aclanthology.org/2021.emnlp-main.50/ 2021-11 635 649 Active Learning by Acquiring Contrastive Examples Katerina Margatina author Giorgos Vernikos author Loïc Barrault author Nikolaos Aletras author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication margatina-etal-2021-active 10.18653/v1/2021.emnlp-main.51 https://aclanthology.org/2021.emnlp-main.51/ 2021-11 650 663 Conditional Poisson Stochastic Beam Search Clara Meister author Afra Amini author Tim Vieira author Ryan Cotterell author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication meister-etal-2021-conditional 10.18653/v1/2021.emnlp-main.52 https://aclanthology.org/2021.emnlp-main.52/ 2021-11 664 681 Building Adaptive Acceptability Classifiers for Neural NLG Soumya Batra author Shashank Jain author Peyman Heidari author Ankit Arun author Catharine Youngs author Xintong Li author Pinar Donmez author Shawn Mei author Shiunzu Kuo author Vikas Bhardwaj author Anuj Kumar author Michael White author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican 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editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication jhamtani-berg-kirkpatrick-2021-truth 10.18653/v1/2021.emnlp-main.55 https://aclanthology.org/2021.emnlp-main.55/ 2021-11 719 733 Injecting Entity Types into Entity-Guided Text Generation Xiangyu Dong author Wenhao Yu author Chenguang Zhu author Meng Jiang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication dong-etal-2021-injecting 10.18653/v1/2021.emnlp-main.56 https://aclanthology.org/2021.emnlp-main.56/ 2021-11 734 741 Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation Leonardo F R Ribeiro author Jonas Pfeiffer author Yue Zhang author Iryna Gurevych 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Positional Encodings on Multilingual Compression Vinit Ravishankar author Anders Søgaard author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ravishankar-sogaard-2021-impact 10.18653/v1/2021.emnlp-main.59 https://aclanthology.org/2021.emnlp-main.59/ 2021-11 763 777 Disentangling Representations of Text by Masking Transformers Xiongyi Zhang author Jan-Willem van de Meent author Byron Wallace author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhang-etal-2021-disentangling 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Transformers Jason Wei author Dan Garrette author Tal Linzen author Ellie Pavlick author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wei-etal-2021-frequency 10.18653/v1/2021.emnlp-main.72 https://aclanthology.org/2021.emnlp-main.72/ 2021-11 932 948 A surprisal–duration trade-off across and within the world’s languages Tiago Pimentel author Clara Meister author Elizabeth Salesky author Simone Teufel author Damián Blasi author Ryan Cotterell author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference 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editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication held-etal-2021-focus 10.18653/v1/2021.emnlp-main.106 https://aclanthology.org/2021.emnlp-main.106/ 2021-11 1406 1417 Salience-Aware Event Chain Modeling for Narrative Understanding Xiyang Zhang author Muhao Chen author Jonathan May author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhang-etal-2021-salience 10.18653/v1/2021.emnlp-main.107 https://aclanthology.org/2021.emnlp-main.107/ 2021-11 1418 1428 Asking It All: Generating Contextualized Questions for any Semantic Role Valentina Pyatkin author Paul Roit author Julian Michael author Yoav Goldberg author Reut Tsarfaty author Ido Dagan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication pyatkin-etal-2021-asking 10.18653/v1/2021.emnlp-main.108 https://aclanthology.org/2021.emnlp-main.108/ 2021-11 1429 1441 Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders Fangyu Liu author Ivan Vulić author Anna Korhonen author Nigel Collier author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-fast 10.18653/v1/2021.emnlp-main.109 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Rochelle Choenni author Ekaterina Shutova author Robert van Rooij author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication choenni-etal-2021-stepmothers 10.18653/v1/2021.emnlp-main.111 https://aclanthology.org/2021.emnlp-main.111/ 2021-11 1477 1491 ConSeC: Word Sense Disambiguation as Continuous Sense Comprehension Edoardo Barba author Luigi Procopio author Roberto Navigli author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication barba-etal-2021-consec 10.18653/v1/2021.emnlp-main.112 https://aclanthology.org/2021.emnlp-main.112/ 2021-11 1492 1503 Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning Ruben Branco author António Branco author João António Rodrigues author João Ricardo Silva author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication branco-etal-2021-shortcutted 10.18653/v1/2021.emnlp-main.113 https://aclanthology.org/2021.emnlp-main.113/ 2021-11 1504 1521 When differential privacy meets NLP: The devil is in the detail Ivan Habernal author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication habernal-2021-differential 10.18653/v1/2021.emnlp-main.114 https://aclanthology.org/2021.emnlp-main.114/ 2021-11 1522 1528 Achieving Model Robustness through Discrete Adversarial Training Maor Ivgi author Jonathan Berant author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ivgi-berant-2021-achieving 10.18653/v1/2021.emnlp-main.115 https://aclanthology.org/2021.emnlp-main.115/ 2021-11 1529 1544 Debiasing Methods in Natural Language Understanding Make Bias More Accessible Michael Mendelson author Yonatan Belinkov author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication mendelson-belinkov-2021-debiasing 10.18653/v1/2021.emnlp-main.116 https://aclanthology.org/2021.emnlp-main.116/ 2021-11 1545 1557 Evaluating the Robustness of Neural Language Models to Input Perturbations Milad Moradi author Matthias Samwald author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication moradi-samwald-2021-evaluating 10.18653/v1/2021.emnlp-main.117 https://aclanthology.org/2021.emnlp-main.117/ 2021-11 1558 1570 How much pretraining data do language models need to learn syntax? 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using wikiHow Yue Yang author Artemis Panagopoulou author Qing Lyu author Li Zhang author Mark Yatskar author Chris Callison-Burch author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yang-etal-2021-visual 10.18653/v1/2021.emnlp-main.165 https://aclanthology.org/2021.emnlp-main.165/ 2021-11 2167 2179 Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? Linlu Qiu author Hexiang Hu author Bowen Zhang author Peter Shaw author Fei Sha author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication qiu-etal-2021-systematic 10.18653/v1/2021.emnlp-main.166 https://aclanthology.org/2021.emnlp-main.166/ 2021-11 2180 2188 Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models Taichi Iki author Akiko Aizawa author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication iki-aizawa-2021-effect 10.18653/v1/2021.emnlp-main.167 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2250 2261 A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation Shilei Liu author Xiaofeng Zhao author Bochao Li author Feiliang Ren author Longhui Zhang author Shujuan Yin author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-three 10.18653/v1/2021.emnlp-main.173 https://aclanthology.org/2021.emnlp-main.173/ 2021-11 2262 2272 Intention Reasoning Network for Multi-Domain End-to-end Task-Oriented Dialogue Zhiyuan Ma author Jianjun Li author Zezheng Zhang author Guohui Li author Yongjing Cheng author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ma-etal-2021-intention 10.18653/v1/2021.emnlp-main.174 https://aclanthology.org/2021.emnlp-main.174/ 2021-11 2273 2285 More is Better: Enhancing Open-Domain Dialogue Generation via Multi-Source Heterogeneous Knowledge Sixing Wu author Ying Li author Minghui Wang author Dawei Zhang author Yang Zhou author Zhonghai Wu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wu-etal-2021-better 10.18653/v1/2021.emnlp-main.175 https://aclanthology.org/2021.emnlp-main.175/ 2021-11 2286 2300 Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks Qingbin Liu author Pengfei Cao author Cao Liu author 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Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication cui-etal-2021-knowledge 10.18653/v1/2021.emnlp-main.179 https://aclanthology.org/2021.emnlp-main.179/ 2021-11 2328 2337 An Evaluation Dataset and Strategy for Building Robust Multi-turn Response Selection Model Kijong Han author Seojin Lee author Dong-hun Lee author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication han-etal-2021-evaluation 10.18653/v1/2021.emnlp-main.180 https://aclanthology.org/2021.emnlp-main.180/ 2021-11 2338 2344 Unsupervised Conversation Disentanglement through Co-Training Hui Liu author Zhan Shi author Xiaodan Zhu author 2021-11 text Proceedings of the 2021 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Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication subramanian-etal-2021-evaluating 10.18653/v1/2021.emnlp-main.193 https://aclanthology.org/2021.emnlp-main.193/ 2021-11 2492 2498 Definition Modelling for Appropriate Specificity Han Huang author Tomoyuki Kajiwara author Yuki Arase author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication huang-etal-2021-definition 10.18653/v1/2021.emnlp-main.194 https://aclanthology.org/2021.emnlp-main.194/ 2021-11 2499 2509 Transductive Learning for Unsupervised Text Style Transfer Fei Xiao author Liang Pang author Yanyan Lan author Yan Wang author Huawei Shen author 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text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-building 10.18653/v1/2021.emnlp-main.200 https://aclanthology.org/2021.emnlp-main.200/ 2021-11 2563 2572 Iterative GNN-based Decoder for Question Generation Zichu Fei author Qi Zhang author Yaqian Zhou author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication fei-etal-2021-iterative 10.18653/v1/2021.emnlp-main.201 https://aclanthology.org/2021.emnlp-main.201/ 2021-11 2573 2582 Asking Questions Like Educational Experts: Automatically 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Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ma-etal-2021-muver 10.18653/v1/2021.emnlp-main.205 https://aclanthology.org/2021.emnlp-main.205/ 2021-11 2617 2624 Treasures Outside Contexts: Improving Event Detection via Global Statistics Rui Li author Wenlin Zhao author Cheng Yang author Sen Su author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-treasures 10.18653/v1/2021.emnlp-main.206 https://aclanthology.org/2021.emnlp-main.206/ 2021-11 2625 2635 Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification Pengfei Cao author Yubo Chen author Yuqing Yang author Kang Liu author Jun Zhao author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication cao-etal-2021-uncertain 10.18653/v1/2021.emnlp-main.207 https://aclanthology.org/2021.emnlp-main.207/ 2021-11 2636 2645 A Novel Global Feature-Oriented Relational Triple Extraction Model based on Table Filling Feiliang Ren author Longhui Zhang author Shujuan Yin author Xiaofeng Zhao author Shilei Liu author Bochao Li author Yaduo Liu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ren-etal-2021-novel 10.18653/v1/2021.emnlp-main.208 https://aclanthology.org/2021.emnlp-main.208/ 2021-11 2646 2656 Structure-Augmented Keyphrase Generation Jihyuk Kim author Myeongho Jeong author Seungtaek Choi author Seung-won Hwang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication kim-etal-2021-structure 10.18653/v1/2021.emnlp-main.209 https://aclanthology.org/2021.emnlp-main.209/ 2021-11 2657 2667 An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing Yi Chen author Haiyun Jiang author Lemao Liu author Shuming Shi author Chuang Fan author Min Yang author Ruifeng Xu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chen-etal-2021-empirical 10.18653/v1/2021.emnlp-main.210 https://aclanthology.org/2021.emnlp-main.210/ 2021-11 2668 2678 DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling Baojun Wang author Zhao Zhang author Kun Xu author Guang-Yuan Hao author Yuyang Zhang author Lifeng Shang author Linlin Li author Xiao Chen author Xin Jiang author Qun Liu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-dylex 10.18653/v1/2021.emnlp-main.211 https://aclanthology.org/2021.emnlp-main.211/ 2021-11 2679 2693 MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction Manqing Dong author Chunguang Pan author Zhipeng Luo author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication dong-etal-2021-mapre 10.18653/v1/2021.emnlp-main.212 https://aclanthology.org/2021.emnlp-main.212/ 2021-11 2694 2704 Heterogeneous Graph Neural Networks for Keyphrase Generation Jiacheng Ye author Ruijian Cai author Tao Gui author Qi Zhang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ye-etal-2021-heterogeneous 10.18653/v1/2021.emnlp-main.213 https://aclanthology.org/2021.emnlp-main.213/ 2021-11 2705 2715 Machine Reading Comprehension as Data Augmentation: A Case Study on Implicit Event Argument Extraction Jian Liu author Yufeng Chen author Jinan Xu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-machine 10.18653/v1/2021.emnlp-main.214 https://aclanthology.org/2021.emnlp-main.214/ 2021-11 2716 2725 Importance Estimation from Multiple Perspectives for Keyphrase Extraction Mingyang Song author Liping Jing author Lin Xiao author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication song-etal-2021-importance 10.18653/v1/2021.emnlp-main.215 https://aclanthology.org/2021.emnlp-main.215/ 2021-11 2726 2736 Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction Xuming Hu author Chenwei Zhang author Yawen Yang author Xiaohe Li author Li Lin author Lijie Wen author Philip S Yu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication hu-etal-2021-gradient 10.18653/v1/2021.emnlp-main.216 https://aclanthology.org/2021.emnlp-main.216/ 2021-11 2737 2746 Low-resource Taxonomy Enrichment with Pretrained Language Models Kunihiro Takeoka author Kosuke Akimoto author Masafumi Oyamada author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication takeoka-etal-2021-low 10.18653/v1/2021.emnlp-main.217 https://aclanthology.org/2021.emnlp-main.217/ 2021-11 2747 2758 Entity Relation Extraction as Dependency Parsing in Visually Rich Documents Yue Zhang author Zhang Bo author Rui Wang author Junjie Cao author Chen Li author Zuyi Bao author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhang-etal-2021-entity 10.18653/v1/2021.emnlp-main.218 https://aclanthology.org/2021.emnlp-main.218/ 2021-11 2759 2768 Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction Hui Wu author Xiaodong Shi author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wu-shi-2021-synchronous 10.18653/v1/2021.emnlp-main.219 https://aclanthology.org/2021.emnlp-main.219/ 2021-11 2769 2779 Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder Shuqi Lu author Di He author Chenyan Xiong author Guolin Ke author Waleed Malik author Zhicheng Dou author Paul Bennett author Tie-Yan Liu author Arnold Overwijk author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lu-etal-2021-less 10.18653/v1/2021.emnlp-main.220 https://aclanthology.org/2021.emnlp-main.220/ 2021-11 2780 2791 TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification Chengyu Wang author Jianing Wang author Minghui Qiu author Jun Huang author Ming Gao author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-transprompt 10.18653/v1/2021.emnlp-main.221 https://aclanthology.org/2021.emnlp-main.221/ 2021-11 2792 2802 Weakly-supervised Text Classification Based on Keyword Graph Lu Zhang author Jiandong Ding author Yi Xu author Yingyao Liu author Shuigeng Zhou author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhang-etal-2021-weakly 10.18653/v1/2021.emnlp-main.222 https://aclanthology.org/2021.emnlp-main.222/ 2021-11 2803 2813 Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation Jingwei Yi author Fangzhao Wu author Chuhan Wu author Ruixuan Liu author Guangzhong Sun author Xing Xie author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yi-etal-2021-efficient 10.18653/v1/2021.emnlp-main.223 https://aclanthology.org/2021.emnlp-main.223/ 2021-11 2814 2824 RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking Ruiyang Ren author Yingqi Qu author Jing Liu author Wayne Xin Zhao author QiaoQiao She author Hua Wu author Haifeng Wang author Ji-Rong Wen author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ren-etal-2021-rocketqav2 10.18653/v1/2021.emnlp-main.224 https://aclanthology.org/2021.emnlp-main.224/ 2021-11 2825 2835 Dealing with Typos for BERT-based Passage Retrieval and Ranking Shengyao Zhuang author Guido Zuccon author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhuang-zuccon-2021-dealing 10.18653/v1/2021.emnlp-main.225 https://aclanthology.org/2021.emnlp-main.225/ 2021-11 2836 2842 From Alignment to Assignment: Frustratingly Simple Unsupervised Entity Alignment Xin Mao author Wenting Wang author Yuanbin Wu author Man Lan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication mao-etal-2021-alignment 10.18653/v1/2021.emnlp-main.226 https://aclanthology.org/2021.emnlp-main.226/ 2021-11 2843 2853 Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval Xueguang Ma author Minghan Li author Kai Sun author Ji Xin author Jimmy Lin author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ma-etal-2021-simple 10.18653/v1/2021.emnlp-main.227 https://aclanthology.org/2021.emnlp-main.227/ 2021-11 2854 2859 Relation Extraction with Word Graphs from N-grams Han Qin author Yuanhe Tian author Yan Song author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication qin-etal-2021-relation 10.18653/v1/2021.emnlp-main.228 https://aclanthology.org/2021.emnlp-main.228/ 2021-11 2860 2868 A Bayesian Framework for Information-Theoretic Probing Tiago Pimentel author Ryan Cotterell author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication pimentel-cotterell-2021-bayesian 10.18653/v1/2021.emnlp-main.229 https://aclanthology.org/2021.emnlp-main.229/ 2021-11 2869 2887 Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little Koustuv Sinha author Robin Jia author Dieuwke Hupkes author Joelle Pineau author Adina Williams author Douwe Kiela author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational 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Berg-Kirkpatrick author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication srivatsan-etal-2021-scalable 10.18653/v1/2021.emnlp-main.244 https://aclanthology.org/2021.emnlp-main.244/ 2021-11 3060 3072 Neuro-Symbolic Approaches for Text-Based Policy Learning Subhajit Chaudhury author Prithviraj Sen author Masaki Ono author Daiki Kimura author Michiaki Tatsubori author Asim Munawar author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chaudhury-etal-2021-neuro 10.18653/v1/2021.emnlp-main.245 https://aclanthology.org/2021.emnlp-main.245/ 2021-11 3073 3078 Layer-wise Model Pruning based on Mutual Information Chun Fan author Jiwei Li author Tianwei Zhang author Xiang Ao author Fei Wu author Yuxian Meng author Xiaofei Sun author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication fan-etal-2021-layer 10.18653/v1/2021.emnlp-main.246 https://aclanthology.org/2021.emnlp-main.246/ 2021-11 3079 3090 Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification Yaqing Wang author Song Wang author Quanming Yao author Dejing Dou author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-hierarchical 10.18653/v1/2021.emnlp-main.247 https://aclanthology.org/2021.emnlp-main.247/ 2021-11 3091 3101 kFolden: k-Fold Ensemble for Out-Of-Distribution Detection Xiaoya Li author Jiwei Li author Xiaofei Sun author Chun Fan author Tianwei Zhang author Fei Wu author Yuxian Meng author Jun Zhang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-kfolden 10.18653/v1/2021.emnlp-main.248 https://aclanthology.org/2021.emnlp-main.248/ 2021-11 3102 3115 Frustratingly Simple Pretraining Alternatives to Masked Language Modeling Atsuki Yamaguchi author George Chrysostomou author Katerina Margatina author Nikolaos Aletras author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yamaguchi-etal-2021-frustratingly 10.18653/v1/2021.emnlp-main.249 https://aclanthology.org/2021.emnlp-main.249/ 2021-11 3116 3125 HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression Chenhe Dong author Yaliang Li author Ying Shen author Minghui Qiu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication dong-etal-2021-hrkd 10.18653/v1/2021.emnlp-main.250 https://aclanthology.org/2021.emnlp-main.250/ 2021-11 3126 3136 Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution Zongyi Li author Jianhan Xu author Jiehang Zeng author Linyang Li author Xiaoqing Zheng author Qi Zhang author Kai-Wei Chang author Cho-Jui Hsieh author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-searching 10.18653/v1/2021.emnlp-main.251 https://aclanthology.org/2021.emnlp-main.251/ 2021-11 3137 3147 Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification Jiachen Tian author Shizhan Chen author Xiaowang Zhang author Zhiyong Feng author Deyi Xiong author Shaojuan Wu author Chunliu Dou author 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https://aclanthology.org/2021.emnlp-main.253/ 2021-11 3162 3171 Natural Language Processing Meets Quantum Physics: A Survey and Categorization Sixuan Wu author Jian Li author Peng Zhang author Yue Zhang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wu-etal-2021-natural 10.18653/v1/2021.emnlp-main.254 https://aclanthology.org/2021.emnlp-main.254/ 2021-11 3172 3182 MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision Zheng Li author Danqing Zhang author Tianyu Cao author Ying Wei author Yiwei Song author Bing Yin author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor 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https://aclanthology.org/2021.emnlp-main.258/ 2021-11 3216 3225 Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding Yingmei Guo author Linjun Shou author Jian Pei author Ming Gong author Mingxing Xu author Zhiyong Wu author Daxin Jiang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication guo-etal-2021-learning 10.18653/v1/2021.emnlp-main.259 https://aclanthology.org/2021.emnlp-main.259/ 2021-11 3226 3237 Enlivening Redundant Heads in Multi-head Self-attention for Machine Translation Tianfu Zhang author Heyan Huang author Chong Feng author Longbing Cao author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhang-etal-2021-enlivening 10.18653/v1/2021.emnlp-main.260 https://aclanthology.org/2021.emnlp-main.260/ 2021-11 3238 3248 Unsupervised Neural Machine Translation with Universal Grammar Zuchao Li author Masao Utiyama author Eiichiro Sumita author Hai Zhao author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-unsupervised-neural 10.18653/v1/2021.emnlp-main.261 https://aclanthology.org/2021.emnlp-main.261/ 2021-11 3249 3264 Encouraging Lexical Translation Consistency for Document-Level Neural Machine Translation Xinglin Lyu author Junhui Li author 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Scheduled Sampling Based on Decoding Steps for Neural Machine Translation Yijin Liu author Fandong Meng author Yufeng Chen author Jinan Xu author Jie Zhou author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-scheduled-sampling 10.18653/v1/2021.emnlp-main.264 https://aclanthology.org/2021.emnlp-main.264/ 2021-11 3285 3296 Learning to Rewrite for Non-Autoregressive Neural Machine Translation Xinwei Geng author Xiaocheng Feng author Bing Qin author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic 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Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zheng-etal-2021-self 10.18653/v1/2021.emnlp-main.267 https://aclanthology.org/2021.emnlp-main.267/ 2021-11 3322 3334 Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection Thuy-Trang Vu author Xuanli He author Dinh Phung author Gholamreza Haffari author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication vu-etal-2021-generalised 10.18653/v1/2021.emnlp-main.268 https://aclanthology.org/2021.emnlp-main.268/ 2021-11 3335 3346 STANKER: Stacking Network based on 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Shuqun Li author Liang Yang author Weidong He author Shiqi Zhang author Jingjie Zeng author Hongfei Lin author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-label 10.18653/v1/2021.emnlp-main.286 https://aclanthology.org/2021.emnlp-main.286/ 2021-11 3533 3543 SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check Tuo Ji author Hang Yan author Xipeng Qiu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ji-etal-2021-spellbert 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Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication sun-etal-2021-enhancing 10.18653/v1/2021.emnlp-main.289 https://aclanthology.org/2021.emnlp-main.289/ 2021-11 3570 3579 Abstract, Rationale, Stance: A Joint Model for Scientific Claim Verification Zhiwei Zhang author Jiyi Li author Fumiyo Fukumoto author Yanming Ye author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhang-etal-2021-abstract 10.18653/v1/2021.emnlp-main.290 https://aclanthology.org/2021.emnlp-main.290/ 2021-11 3580 3586 A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS 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Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication he-etal-2021-winologic 10.18653/v1/2021.emnlp-main.307 https://aclanthology.org/2021.emnlp-main.307/ 2021-11 3779 3789 Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution Ryuto Konno author Shun Kiyono author Yuichiroh Matsubayashi author Hiroki Ouchi author Kentaro Inui author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication konno-etal-2021-pseudo 10.18653/v1/2021.emnlp-main.308 https://aclanthology.org/2021.emnlp-main.308/ 2021-11 3790 3806 Aligning Cross-lingual Sentence 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Bo Yang author Lijun Wu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yang-wu-2021-leverage 10.18653/v1/2021.emnlp-main.329 https://aclanthology.org/2021.emnlp-main.329/ 2021-11 4029 4038 Considering Nested Tree Structure in Sentence Extractive Summarization with Pre-trained Transformer Jingun Kwon author Naoki Kobayashi author Hidetaka Kamigaito author Manabu Okumura author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication kwon-etal-2021-considering 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Wang author Wenjie Li author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yuan-etal-2021-event 10.18653/v1/2021.emnlp-main.334 https://aclanthology.org/2021.emnlp-main.334/ 2021-11 4075 4084 Transformer-based Lexically Constrained Headline Generation Kosuke Yamada author Yuta Hitomi author Hideaki Tamori author Ryohei Sasano author Naoaki Okazaki author Kentaro Inui author Koichi Takeda author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yamada-etal-2021-transformer 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Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ji-huang-2021-discodvt 10.18653/v1/2021.emnlp-main.347 https://aclanthology.org/2021.emnlp-main.347/ 2021-11 4208 4224 Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations Tianqiao Liu author Qiang Fang author Wenbiao Ding author Hang Li author Zhongqin Wu author Zitao Liu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-mathematical 10.18653/v1/2021.emnlp-main.348 https://aclanthology.org/2021.emnlp-main.348/ 2021-11 4225 4240 Generic resources are what you need: Style transfer tasks without task-specific parallel training data Huiyuan Lai author Antonio Toral author Malvina Nissim author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lai-etal-2021-generic 10.18653/v1/2021.emnlp-main.349 https://aclanthology.org/2021.emnlp-main.349/ 2021-11 4241 4254 Revisiting Pivot-Based Paraphrase Generation: Language Is Not the Only Optional Pivot Yitao Cai author Yue Cao author Xiaojun Wan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican 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Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wiseman-etal-2021-data 10.18653/v1/2021.emnlp-main.352 https://aclanthology.org/2021.emnlp-main.352/ 2021-11 4283 4299 Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems Yanjie Gou author Yinjie Lei author Lingqiao Liu author Yong Dai author Chunxu Shen author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication gou-etal-2021-contextualize 10.18653/v1/2021.emnlp-main.353 https://aclanthology.org/2021.emnlp-main.353/ 2021-11 4300 4310 Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy Yangyang Zhao author Zhenyu Wang author Changxi Zhu author Shihan Wang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhao-etal-2021-efficient 10.18653/v1/2021.emnlp-main.354 https://aclanthology.org/2021.emnlp-main.354/ 2021-11 4311 4323 CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs Jinfeng Zhou author Bo Wang author Ruifang He author Yuexian Hou author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhou-etal-2021-crfr 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Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication hsu-etal-2021-semantics 10.18653/v1/2021.emnlp-main.362 https://aclanthology.org/2021.emnlp-main.362/ 2021-11 4417 4422 The Effect of Round-Trip Translation on Fairness in Sentiment Analysis Jonathan Gabel Christiansen author Mathias Gammelgaard author Anders Søgaard author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication christiansen-etal-2021-effect 10.18653/v1/2021.emnlp-main.363 https://aclanthology.org/2021.emnlp-main.363/ 2021-11 4423 4428 CHoRaL: Collecting Humor Reaction Labels from Millions of Social Media Users Zixiaofan Yang author Shayan Hooshmand author Julia Hirschberg author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yang-etal-2021-choral 10.18653/v1/2021.emnlp-main.364 https://aclanthology.org/2021.emnlp-main.364/ 2021-11 4429 4435 CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization Haitao Lin author Liqun Ma author Junnan Zhu author Lu Xiang author Yu Zhou author Jiajun Zhang author Chengqing Zong author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lin-etal-2021-csds 10.18653/v1/2021.emnlp-main.365 https://aclanthology.org/2021.emnlp-main.365/ 2021-11 4436 4451 CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild Yuan Yao author Jiaju Du author Yankai Lin author Peng Li author Zhiyuan Liu author Jie Zhou author Maosong Sun author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yao-etal-2021-codred 10.18653/v1/2021.emnlp-main.366 https://aclanthology.org/2021.emnlp-main.366/ 2021-11 4452 4472 Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions Mohammad Aliannejadi author Julia Kiseleva author Aleksandr Chuklin author Jeff Dalton author Mikhail Burtsev author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication aliannejadi-etal-2021-building 10.18653/v1/2021.emnlp-main.367 https://aclanthology.org/2021.emnlp-main.367/ 2021-11 4473 4484 We Need to Talk About train-dev-test Splits Rob van der Goot author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication van-der-goot-2021-need 10.18653/v1/2021.emnlp-main.368 https://aclanthology.org/2021.emnlp-main.368/ 2021-11 4485 4494 PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation Long Doan author Linh The Nguyen author Nguyen Luong Tran author Thai Hoang author Dat Quoc Nguyen author 2021-11 text Proceedings of the 2021 Conference 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2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chen-etal-2021-multi 10.18653/v1/2021.emnlp-main.371 https://aclanthology.org/2021.emnlp-main.371/ 2021-11 4511 4526 All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality William Timkey author Marten van Schijndel author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication timkey-van-schijndel-2021-bark 10.18653/v1/2021.emnlp-main.372 https://aclanthology.org/2021.emnlp-main.372/ 2021-11 4527 4546 Incorporating Residual and Normalization Layers into Analysis of Masked Language Models Goro Kobayashi author Tatsuki Kuribayashi author Sho Yokoi author Kentaro Inui author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication kobayashi-etal-2021-incorporating 10.18653/v1/2021.emnlp-main.373 https://aclanthology.org/2021.emnlp-main.373/ 2021-11 4547 4568 Mind the Style of Text! 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Observations on French Object Verb Agreement Bingzhi Li author Guillaume Wisniewski author Benoit Crabbé author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-transformers 10.18653/v1/2021.emnlp-main.377 https://aclanthology.org/2021.emnlp-main.377/ 2021-11 4599 4610 Fine-grained Entity Typing via Label Reasoning Qing Liu author Hongyu Lin author Xinyan Xiao author Xianpei Han author Le Sun author Hua Wu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-fine 10.18653/v1/2021.emnlp-main.378 https://aclanthology.org/2021.emnlp-main.378/ 2021-11 4611 4622 Enhanced Language Representation with Label Knowledge for Span Extraction Pan Yang author Xin Cong author Zhenyu Sun author Xingwu Liu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yang-etal-2021-enhanced 10.18653/v1/2021.emnlp-main.379 https://aclanthology.org/2021.emnlp-main.379/ 2021-11 4623 4635 PRIDE: Predicting Relationships in Conversations Anna Tigunova author Paramita Mirza author Andrew Yates author Gerhard Weikum author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication tigunova-etal-2021-pride 10.18653/v1/2021.emnlp-main.380 https://aclanthology.org/2021.emnlp-main.380/ 2021-11 4636 4650 Extracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results Ian Magnusson author Scott Friedman author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication magnusson-friedman-2021-extracting 10.18653/v1/2021.emnlp-main.381 https://aclanthology.org/2021.emnlp-main.381/ 2021-11 4651 4658 Sequential Cross-Document Coreference Resolution Emily Allaway author Shuai Wang author Miguel Ballesteros author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication allaway-etal-2021-sequential 10.18653/v1/2021.emnlp-main.382 https://aclanthology.org/2021.emnlp-main.382/ 2021-11 4659 4671 Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT Zaiqiao Meng author Fangyu Liu author Thomas Clark author Ehsan Shareghi author Nigel Collier author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication meng-etal-2021-mixture 10.18653/v1/2021.emnlp-main.383 https://aclanthology.org/2021.emnlp-main.383/ 2021-11 4672 4681 Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach Koren Lazar author Benny Saret author Asaf Yehudai author Wayne Horowitz author Nathan Wasserman author Gabriel Stanovsky author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lazar-etal-2021-filling 10.18653/v1/2021.emnlp-main.384 https://aclanthology.org/2021.emnlp-main.384/ 2021-11 4682 4691 AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain Jimin Hong author TaeHee Kim author Hyesu Lim author Jaegul Choo author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic 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Ananth Balashankar author Xuezhi Wang author Ben Packer author Nithum Thain author Ed Chi author Alex Beutel author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication balashankar-etal-2021-improve 10.18653/v1/2021.emnlp-main.386 https://aclanthology.org/2021.emnlp-main.386/ 2021-11 4701 4712 Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy Colin Clement author Shuai Lu author Xiaoyu Liu author Michele Tufano author Dawn Drain author Nan Duan author Neel Sundaresan author Alexey Svyatkovskiy author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication clement-etal-2021-long 10.18653/v1/2021.emnlp-main.387 https://aclanthology.org/2021.emnlp-main.387/ 2021-11 4713 4722 Can Language Models be Biomedical Knowledge Bases? Mujeen Sung author Jinhyuk Lee author Sean Yi author Minji Jeon author Sungdong Kim author Jaewoo Kang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication sung-etal-2021-language 10.18653/v1/2021.emnlp-main.388 https://aclanthology.org/2021.emnlp-main.388/ 2021-11 4723 4734 LayoutReader: Pre-training of Text and Layout for Reading Order Detection Zilong Wang author Yiheng Xu author Lei Cui author Jingbo Shang author Furu Wei author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication 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Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication dimiccoli-etal-2021-learning 10.18653/v1/2021.emnlp-main.391 https://aclanthology.org/2021.emnlp-main.391/ 2021-11 4760 4769 WhyAct: Identifying Action Reasons in Lifestyle Vlogs Oana Ignat author Santiago Castro author Hanwen Miao author Weiji Li author Rada Mihalcea author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ignat-etal-2021-whyact 10.18653/v1/2021.emnlp-main.392 https://aclanthology.org/2021.emnlp-main.392/ 2021-11 4770 4785 Genre as Weak Supervision for Cross-lingual Dependency Parsing Max Müller-Eberstein author Rob van der Goot author Barbara Plank author 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4817 Improved Latent Tree Induction with Distant Supervision via Span Constraints Zhiyang Xu author Andrew Drozdov author Jay Yoon Lee author Tim O’Gorman author Subendhu Rongali author Dylan Finkbeiner author Shilpa Suresh author Mohit Iyyer author Andrew McCallum author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication xu-etal-2021-improved 10.18653/v1/2021.emnlp-main.395 https://aclanthology.org/2021.emnlp-main.395/ 2021-11 4818 4831 Aligning Multidimensional Worldviews and Discovering Ideological Differences Jeremiah Milbauer author Adarsh Mathew author James Evans author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication milbauer-etal-2021-aligning 10.18653/v1/2021.emnlp-main.396 https://aclanthology.org/2021.emnlp-main.396/ 2021-11 4832 4845 Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts Ashutosh Baheti author Maarten Sap author Alan Ritter author Mark Riedl author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication baheti-etal-2021-just 10.18653/v1/2021.emnlp-main.397 https://aclanthology.org/2021.emnlp-main.397/ 2021-11 4846 4862 Multi-Modal Open-Domain Dialogue Kurt Shuster author Eric Michael Smith author Da Ju author Jason Weston author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication shuster-etal-2021-multi 10.18653/v1/2021.emnlp-main.398 https://aclanthology.org/2021.emnlp-main.398/ 2021-11 4863 4883 A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding Ting-Wei Wu author Ruolin Su author Biing Juang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wu-etal-2021-label 10.18653/v1/2021.emnlp-main.399 https://aclanthology.org/2021.emnlp-main.399/ 2021-11 4884 4896 Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection Ta-Chung Chi author Alexander Rudnicky author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chi-rudnicky-2021-zero 10.18653/v1/2021.emnlp-main.400 https://aclanthology.org/2021.emnlp-main.400/ 2021-11 4897 4902 SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations Satwik Kottur author Seungwhan Moon author Alborz Geramifard author Babak Damavandi author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication kottur-etal-2021-simmc 10.18653/v1/2021.emnlp-main.401 https://aclanthology.org/2021.emnlp-main.401/ 2021-11 4903 4912 RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging Jie Hao author Linfeng Song author Liwei Wang author Kun Xu author Zhaopeng Tu author Dong Yu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication hao-etal-2021-rast 10.18653/v1/2021.emnlp-main.402 https://aclanthology.org/2021.emnlp-main.402/ 2021-11 4913 4924 MRF-Chat: Improving Dialogue with Markov Random Fields Ishaan Grover author Matthew Huggins author Cynthia Breazeal author Hae Won Park author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia 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Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yin-etal-2021-signed 10.18653/v1/2021.emnlp-main.405 https://aclanthology.org/2021.emnlp-main.405/ 2021-11 4950 4961 Consistent Accelerated Inference via Confident Adaptive Transformers Tal Schuster author Adam Fisch author Tommi Jaakkola author Regina Barzilay author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication schuster-etal-2021-consistent 10.18653/v1/2021.emnlp-main.406 https://aclanthology.org/2021.emnlp-main.406/ 2021-11 4962 4979 Improving and Simplifying Pattern Exploiting Training Derek Tam author Rakesh R. 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Domain Adaptation with a Constrained Budget Fan Bai author Alan Ritter author Wei Xu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication bai-etal-2021-pre 10.18653/v1/2021.emnlp-main.409 https://aclanthology.org/2021.emnlp-main.409/ 2021-11 5002 5015 Lawyers are Dishonest? 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Tianxing He author Jingzhao Zhang author Zhiming Zhou author James Glass author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication he-etal-2021-exposure 10.18653/v1/2021.emnlp-main.415 https://aclanthology.org/2021.emnlp-main.415/ 2021-11 5087 5102 Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning Li Zhou author Kevin Small author Yong Zhang author Sandeep Atluri author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhou-etal-2021-generating 10.18653/v1/2021.emnlp-main.416 https://aclanthology.org/2021.emnlp-main.416/ 2021-11 5103 5135 Unsupervised Paraphrasing with Pretrained Language Models Tong Niu author Semih Yavuz author Yingbo Zhou author Nitish Shirish Keskar author Huan Wang author Caiming Xiong author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication niu-etal-2021-unsupervised 10.18653/v1/2021.emnlp-main.417 https://aclanthology.org/2021.emnlp-main.417/ 2021-11 5136 5150 Profanity-Avoiding Training Framework for Seq2seq Models with Certified Robustness Hengtong Zhang author Tianhang Zheng author Yaliang Li author Jing Gao author Lu Su author Bo Li author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural 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One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction Manling Li author Sha Li author Zhenhailong Wang author Lifu Huang author Kyunghyun Cho author Heng Ji author Jiawei Han author Clare Voss author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-future 10.18653/v1/2021.emnlp-main.422 https://aclanthology.org/2021.emnlp-main.422/ 2021-11 5203 5215 Learning Constraints and Descriptive Segmentation for Subevent Detection Haoyu Wang author Hongming Zhang author Muhao Chen author Dan Roth author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-learning-constraints 10.18653/v1/2021.emnlp-main.423 https://aclanthology.org/2021.emnlp-main.423/ 2021-11 5216 5226 ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision Xuan Wang author Vivian Hu author Xiangchen Song author Shweta Garg author Jinfeng Xiao author Jiawei Han author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-chemner 10.18653/v1/2021.emnlp-main.424 https://aclanthology.org/2021.emnlp-main.424/ 2021-11 5227 5240 Moving on from OntoNotes: Coreference Resolution Model Transfer Patrick Xia author Benjamin Van Durme author 2021-11 text 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https://aclanthology.org/2021.emnlp-main.428/ 2021-11 5278 5290 Modular Self-Supervision for Document-Level Relation Extraction Sheng Zhang author Cliff Wong author Naoto Usuyama author Sarthak Jain author Tristan Naumann author Hoifung Poon author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhang-etal-2021-modular 10.18653/v1/2021.emnlp-main.429 https://aclanthology.org/2021.emnlp-main.429/ 2021-11 5291 5302 Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition Rui Wang author Ricardo Henao author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor 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https://aclanthology.org/2021.emnlp-main.440/ 2021-11 5414 5426 Corpus-based Open-Domain Event Type Induction Jiaming Shen author Yunyi Zhang author Heng Ji author Jiawei Han author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication shen-etal-2021-corpus 10.18653/v1/2021.emnlp-main.441 https://aclanthology.org/2021.emnlp-main.441/ 2021-11 5427 5440 PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition Tao Zhang author Congying Xia author Philip S Yu author Zhiwei Liu author Shu Zhao author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih 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An Empirical Analysis on Representations from Neural Language Models Zihan Wang author Chengyu Dong author Jingbo Shang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-average 10.18653/v1/2021.emnlp-main.453 https://aclanthology.org/2021.emnlp-main.453/ 2021-11 5594 5603 Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models Yiwen Wang author Jennifer Hu author Roger Levy author Peng Qian author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference 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editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication safavi-etal-2021-negater 10.18653/v1/2021.emnlp-main.456 https://aclanthology.org/2021.emnlp-main.456/ 2021-11 5633 5646 Instance-adaptive training with noise-robust losses against noisy labels Lifeng Jin author Linfeng Song author Kun Xu author Dong Yu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication jin-etal-2021-instance 10.18653/v1/2021.emnlp-main.457 https://aclanthology.org/2021.emnlp-main.457/ 2021-11 5647 5663 Distributionally Robust Multilingual Machine Translation Chunting Zhou author Daniel Levy author Xian Li author Marjan Ghazvininejad 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Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-math 10.18653/v1/2021.emnlp-main.484 https://aclanthology.org/2021.emnlp-main.484/ 2021-11 5986 5999 Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning Yuanzhi Chen author Mohammad Hasan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chen-hasan-2021-navigating 10.18653/v1/2021.emnlp-main.485 https://aclanthology.org/2021.emnlp-main.485/ 2021-11 6000 6017 Detecting Health Advice in Medical Research Literature Yingya Li author Jun Wang author Bei Yu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-detecting 10.18653/v1/2021.emnlp-main.486 https://aclanthology.org/2021.emnlp-main.486/ 2021-11 6018 6029 A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading Zhaohui Li author Yajur Tomar author Rebecca J Passonneau author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-semantic 10.18653/v1/2021.emnlp-main.487 https://aclanthology.org/2021.emnlp-main.487/ 2021-11 6030 6040 Evaluating Scholarly Impact: Towards Content-Aware Bibliometrics Saurav Manchanda author George Karypis author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication manchanda-karypis-2021-evaluating 10.18653/v1/2021.emnlp-main.488 https://aclanthology.org/2021.emnlp-main.488/ 2021-11 6041 6053 A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems Sunghyun Park author Han Li author Ameen Patel author Sidharth Mudgal author Sungjin Lee author Young-Bum Kim author Spyros Matsoukas author Ruhi Sarikaya author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication park-etal-2021-scalable 10.18653/v1/2021.emnlp-main.489 https://aclanthology.org/2021.emnlp-main.489/ 2021-11 6054 6063 Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension Naoya Inoue author Harsh Trivedi author Steven Sinha author Niranjan Balasubramanian author Kentaro Inui author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication inoue-etal-2021-summarize 10.18653/v1/2021.emnlp-main.490 https://aclanthology.org/2021.emnlp-main.490/ 2021-11 6064 6080 FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models Rakesh Chada author Pradeep 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Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication deng-etal-2021-reasonbert 10.18653/v1/2021.emnlp-main.494 https://aclanthology.org/2021.emnlp-main.494/ 2021-11 6112 6127 Single-dataset Experts for Multi-dataset Question Answering Dan Friedman author Ben Dodge author Danqi Chen author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication friedman-etal-2021-single 10.18653/v1/2021.emnlp-main.495 https://aclanthology.org/2021.emnlp-main.495/ 2021-11 6128 6137 Simple Entity-Centric Questions Challenge Dense Retrievers Christopher Sciavolino author Zexuan Zhong author Jinhyuk Lee author Danqi Chen author 2021-11 text Proceedings of the 2021 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Kenneth Church author Yuchen Bian author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication church-bian-2021-data 10.18653/v1/2021.emnlp-main.501 https://aclanthology.org/2021.emnlp-main.501/ 2021-11 6210 6215 Universal Sentence Representation Learning with Conditional Masked Language Model Ziyi Yang author Yinfei Yang author Daniel Cer author Jax Law author Eric Darve author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yang-etal-2021-universal 10.18653/v1/2021.emnlp-main.502 https://aclanthology.org/2021.emnlp-main.502/ 2021-11 6216 6228 On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling Zhisong Zhang author Emma Strubell author Eduard Hovy author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhang-etal-2021-benefit 10.18653/v1/2021.emnlp-main.503 https://aclanthology.org/2021.emnlp-main.503/ 2021-11 6229 6246 Implicit Premise Generation with Discourse-aware Commonsense Knowledge Models Tuhin Chakrabarty author Aadit Trivedi author Smaranda Muresan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chakrabarty-etal-2021-implicit 10.18653/v1/2021.emnlp-main.504 https://aclanthology.org/2021.emnlp-main.504/ 2021-11 6247 6252 Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks Yichen Jiang author Mohit Bansal author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication jiang-bansal-2021-inducing 10.18653/v1/2021.emnlp-main.505 https://aclanthology.org/2021.emnlp-main.505/ 2021-11 6253 6265 Flexible Generation of Natural Language Deductions Kaj Bostrom author Xinyu Zhao author Swarat Chaudhuri author Greg Durrett author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication bostrom-etal-2021-flexible 10.18653/v1/2021.emnlp-main.506 https://aclanthology.org/2021.emnlp-main.506/ 2021-11 6266 6278 Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing Jiawei Zhou author Tahira Naseem author Ramón Fernandez Astudillo author Young-Suk Lee author Radu Florian author Salim Roukos author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhou-etal-2021-structure 10.18653/v1/2021.emnlp-main.507 https://aclanthology.org/2021.emnlp-main.507/ 2021-11 6279 6290 Think about it! 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Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication dou-peng-2021-improving 10.18653/v1/2021.emnlp-main.513 https://aclanthology.org/2021.emnlp-main.513/ 2021-11 6362 6371 Sequential Randomized Smoothing for Adversarially Robust Speech Recognition Raphael Olivier author Bhiksha Raj author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication olivier-raj-2021-sequential 10.18653/v1/2021.emnlp-main.514 https://aclanthology.org/2021.emnlp-main.514/ 2021-11 6372 6386 Hitting your MARQ: Multimodal ARgument Quality Assessment in Long Debate Video Md Kamrul Hasan author James Spann author Masum Hasan author Md Saiful Islam author 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6593 QuestEval: Summarization Asks for Fact-based Evaluation Thomas Scialom author Paul-Alexis Dray author Sylvain Lamprier author Benjamin Piwowarski author Jacopo Staiano author Alex Wang author Patrick Gallinari author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication scialom-etal-2021-questeval 10.18653/v1/2021.emnlp-main.529 https://aclanthology.org/2021.emnlp-main.529/ 2021-11 6594 6604 Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization Jiaao Chen author Diyi Yang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for 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author Tianlu Wang author Vicente Ordonez author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-visual 10.18653/v1/2021.emnlp-main.542 https://aclanthology.org/2021.emnlp-main.542/ 2021-11 6761 6771 Integrating Visuospatial, Linguistic, and Commonsense Structure into Story Visualization Adyasha Maharana author Mohit Bansal author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication maharana-bansal-2021-integrating 10.18653/v1/2021.emnlp-main.543 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Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication luo-etal-2021-newsclippings 10.18653/v1/2021.emnlp-main.545 https://aclanthology.org/2021.emnlp-main.545/ 2021-11 6801 6817 Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer Zeyu Li author Yilong Qin author Zihan Liu author Wei Wang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-powering 10.18653/v1/2021.emnlp-main.546 https://aclanthology.org/2021.emnlp-main.546/ 2021-11 6818 6830 Tribrid: Stance Classification with Neural Inconsistency Detection Song Yang author Jacopo Urbani author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yang-urbani-2021-tribrid 10.18653/v1/2021.emnlp-main.547 https://aclanthology.org/2021.emnlp-main.547/ 2021-11 6831 6843 SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant Analysis Pranav Maneriker author Yuntian He author Srinivasan Parthasarathy author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication maneriker-etal-2021-sysml 10.18653/v1/2021.emnlp-main.548 https://aclanthology.org/2021.emnlp-main.548/ 2021-11 6844 6857 Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks Gaël Guibon author Matthieu Labeau author Hélène Flamein author Luce Lefeuvre author Chloé Clavel author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication guibon-etal-2021-shot 10.18653/v1/2021.emnlp-main.549 https://aclanthology.org/2021.emnlp-main.549/ 2021-11 6858 6870 CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks Zixuan Ke author Bing Liu author Hu Xu author Lei Shu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational 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Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication gao-etal-2021-simcse 10.18653/v1/2021.emnlp-main.552 https://aclanthology.org/2021.emnlp-main.552/ 2021-11 6894 6910 When is Wall a Pared and when a Muro?: Extracting Rules Governing Lexical Selection Aditi Chaudhary author Kayo Yin author Antonios Anastasopoulos author Graham Neubig author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chaudhary-etal-2021-wall 10.18653/v1/2021.emnlp-main.553 https://aclanthology.org/2021.emnlp-main.553/ 2021-11 6911 6929 Aligning Actions Across Recipe Graphs Lucia Donatelli author Theresa Schmidt author Debanjali Biswas author 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2021-11 6943 6951 Continuous Entailment Patterns for Lexical Inference in Context Martin Schmitt author Hinrich Schütze author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication schmitt-schutze-2021-continuous 10.18653/v1/2021.emnlp-main.556 https://aclanthology.org/2021.emnlp-main.556/ 2021-11 6952 6959 Numeracy enhances the Literacy of Language Models Avijit Thawani author Jay Pujara author Filip Ilievski author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication thawani-etal-2021-numeracy 10.18653/v1/2021.emnlp-main.557 https://aclanthology.org/2021.emnlp-main.557/ 2021-11 6960 6967 Students Who Study Together Learn Better: On the Importance of Collective Knowledge Distillation for Domain Transfer in Fact Verification Mitch Paul Mithun author Sandeep Suntwal author Mihai Surdeanu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication mithun-etal-2021-students 10.18653/v1/2021.emnlp-main.558 https://aclanthology.org/2021.emnlp-main.558/ 2021-11 6968 6973 MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer Ilias Chalkidis author Manos Fergadiotis author Ion Androutsopoulos author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chalkidis-etal-2021-multieurlex 10.18653/v1/2021.emnlp-main.559 https://aclanthology.org/2021.emnlp-main.559/ 2021-11 6974 6996 Joint Passage Ranking for Diverse Multi-Answer Retrieval Sewon Min author Kenton Lee author Ming-Wei Chang author Kristina Toutanova author Hannaneh Hajishirzi author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication min-etal-2021-joint 10.18653/v1/2021.emnlp-main.560 https://aclanthology.org/2021.emnlp-main.560/ 2021-11 6997 7008 Generative Context Pair Selection for Multi-hop Question Answering Dheeru Dua author Cicero Nogueira dos Santos author Patrick Ng author Ben Athiwaratkun author Bing Xiang author Matt Gardner author Sameer Singh author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication dua-etal-2021-generative 10.18653/v1/2021.emnlp-main.561 https://aclanthology.org/2021.emnlp-main.561/ 2021-11 7009 7015 Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering Arij Riabi author Thomas Scialom author Rachel Keraron author Benoît Sagot author Djamé Seddah author Jacopo Staiano author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for 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A Modular, Similarity-based Linguistic Style Evaluation Framework Anna Wegmann author Dong Nguyen author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wegmann-nguyen-2021-capture 10.18653/v1/2021.emnlp-main.569 https://aclanthology.org/2021.emnlp-main.569/ 2021-11 7109 7130 Evaluating the Morphosyntactic Well-formedness of Generated Texts Adithya Pratapa author Antonios Anastasopoulos author Shruti Rijhwani author Aditi Chaudhary author David R Mortensen author Graham Neubig author Yulia Tsvetkov author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational 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Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ye-etal-2021-crossfit 10.18653/v1/2021.emnlp-main.572 https://aclanthology.org/2021.emnlp-main.572/ 2021-11 7163 7189 On the Influence of Masking Policies in Intermediate Pre-training Qinyuan Ye author Belinda Z Li author Sinong Wang author Benjamin Bolte author Hao Ma author Wen-tau Yih author Xiang Ren author Madian Khabsa author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ye-etal-2021-influence 10.18653/v1/2021.emnlp-main.573 https://aclanthology.org/2021.emnlp-main.573/ 2021-11 7190 7202 ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries Autumn Toney author Aylin Caliskan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication toney-caliskan-2021-valnorm 10.18653/v1/2021.emnlp-main.574 https://aclanthology.org/2021.emnlp-main.574/ 2021-11 7203 7218 Perturbation CheckLists for Evaluating NLG Evaluation Metrics Ananya B Sai author Tanay Dixit author Dev Yashpal Sheth author Sreyas Mohan author Mitesh M Khapra author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication sai-etal-2021-perturbation 10.18653/v1/2021.emnlp-main.575 https://aclanthology.org/2021.emnlp-main.575/ 2021-11 7219 7234 Robust Open-Vocabulary Translation from Visual Text Representations Elizabeth Salesky author David Etter author Matt Post author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication salesky-etal-2021-robust 10.18653/v1/2021.emnlp-main.576 https://aclanthology.org/2021.emnlp-main.576/ 2021-11 7235 7252 Don’t Go Far Off: An Empirical Study on Neural Poetry Translation Tuhin Chakrabarty author Arkadiy Saakyan author Smaranda Muresan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chakrabarty-etal-2021-dont 10.18653/v1/2021.emnlp-main.577 https://aclanthology.org/2021.emnlp-main.577/ 2021-11 7253 7265 Improving Multilingual Translation by Representation and Gradient Regularization Yilin Yang author Akiko Eriguchi author Alexandre Muzio author Prasad Tadepalli author Stefan Lee author Hany Hassan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yang-etal-2021-improving-multilingual 10.18653/v1/2021.emnlp-main.578 https://aclanthology.org/2021.emnlp-main.578/ 2021-11 7266 7279 Learning Kernel-Smoothed Machine Translation with Retrieved Examples Qingnan Jiang author Mingxuan Wang author Jun Cao author Shanbo Cheng author Shujian Huang author Lei Li author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication jiang-etal-2021-learning 10.18653/v1/2021.emnlp-main.579 https://aclanthology.org/2021.emnlp-main.579/ 2021-11 7280 7290 Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training Minghao Wu author Yitong Li author Meng Zhang author Liangyou Li author Gholamreza Haffari author Qun Liu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor 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Fermi Problems: A New Reasoning Challenge for AI Ashwin Kalyan author Abhinav Kumar author Arjun Chandrasekaran author Ashish Sabharwal author Peter Clark author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication kalyan-etal-2021-much 10.18653/v1/2021.emnlp-main.582 https://aclanthology.org/2021.emnlp-main.582/ 2021-11 7318 7328 Will this Question be Answered? 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dua-etal-2021-learning 10.18653/v1/2021.emnlp-main.584 https://aclanthology.org/2021.emnlp-main.584/ 2021-11 7347 7357 Explaining Answers with Entailment Trees Bhavana Dalvi author Peter Jansen author Oyvind Tafjord author Zhengnan Xie author Hannah Smith author Leighanna Pipatanangkura author Peter Clark author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication dalvi-etal-2021-explaining 10.18653/v1/2021.emnlp-main.585 https://aclanthology.org/2021.emnlp-main.585/ 2021-11 7358 7370 SituatedQA: Incorporating Extra-Linguistic Contexts into QA Michael Zhang author Eunsol Choi author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhang-choi-2021-situatedqa 10.18653/v1/2021.emnlp-main.586 https://aclanthology.org/2021.emnlp-main.586/ 2021-11 7371 7387 ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Abuse Detection in Conversational AI Amanda Cercas Curry author Gavin Abercrombie author Verena Rieser author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication cercas-curry-etal-2021-convabuse 10.18653/v1/2021.emnlp-main.587 https://aclanthology.org/2021.emnlp-main.587/ 2021-11 7388 7403 Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules Forough Arabshahi author Jennifer Lee author Antoine Bosselut author Yejin Choi author Tom Mitchell author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication arabshahi-etal-2021-conversational 10.18653/v1/2021.emnlp-main.588 https://aclanthology.org/2021.emnlp-main.588/ 2021-11 7404 7418 Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach Haoming Jiang author Bo Dai author Mengjiao Yang author Tuo Zhao author Wei Wei author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication jiang-etal-2021-towards 10.18653/v1/2021.emnlp-main.589 https://aclanthology.org/2021.emnlp-main.589/ 2021-11 7419 7451 Continual Learning in Task-Oriented Dialogue Systems Andrea Madotto author Zhaojiang Lin author Zhenpeng Zhou author Seungwhan Moon author Paul Crook author Bing Liu author Zhou Yu author Eunjoon Cho author Pascale Fung author Zhiguang Wang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication madotto-etal-2021-continual 10.18653/v1/2021.emnlp-main.590 https://aclanthology.org/2021.emnlp-main.590/ 2021-11 7452 7467 Multilingual and Cross-Lingual Intent Detection from Spoken Data Daniela Gerz author Pei-Hao Su author Razvan Kusztos author Avishek Mondal author Michał Lis author Eshan Singhal author Nikola Mrkšić author Tsung-Hsien Wen author Ivan Vulić author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication gerz-etal-2021-multilingual 10.18653/v1/2021.emnlp-main.591 https://aclanthology.org/2021.emnlp-main.591/ 2021-11 7468 7475 Investigating Robustness of Dialog Models to Popular Figurative Language Constructs Harsh Jhamtani author Varun Gangal author Eduard Hovy author Taylor Berg-Kirkpatrick author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication jhamtani-etal-2021-investigating 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Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication de-cao-etal-2021-highly 10.18653/v1/2021.emnlp-main.604 https://aclanthology.org/2021.emnlp-main.604/ 2021-11 7662 7669 Word-Level Coreference Resolution Vladimir Dobrovolskii author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication dobrovolskii-2021-word 10.18653/v1/2021.emnlp-main.605 https://aclanthology.org/2021.emnlp-main.605/ 2021-11 7670 7675 A Secure and Efficient Federated Learning Framework for NLP Chenghong Wang author Jieren Deng author Xianrui Meng author Yijue Wang author Ji Li author Sheng Lin author Shuo Han author Fei Miao author Sanguthevar Rajasekaran author Caiwen Ding author 2021-11 text Proceedings of 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Richard Shin author Christopher Lin author Sam Thomson author Charles Chen author Subhro Roy author Emmanouil Antonios Platanios author Adam Pauls author Dan Klein author Jason Eisner author Benjamin Van Durme author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication shin-etal-2021-constrained 10.18653/v1/2021.emnlp-main.608 https://aclanthology.org/2021.emnlp-main.608/ 2021-11 7699 7715 ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning Swarnadeep Saha author Prateek Yadav author Lisa Bauer author Mohit Bansal author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih 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Richard Plant author Dimitra Gkatzia author Valerio Giuffrida author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication plant-etal-2021-cape 10.18653/v1/2021.emnlp-main.628 https://aclanthology.org/2021.emnlp-main.628/ 2021-11 7970 7978 Text Detoxification using Large Pre-trained Neural Models David Dale author Anton Voronov author Daryna Dementieva author Varvara Logacheva author Olga Kozlova author Nikita Semenov author Alexander Panchenko author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference 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2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication xiao-etal-2021-matching 10.18653/v1/2021.emnlp-main.640 https://aclanthology.org/2021.emnlp-main.640/ 2021-11 8119 8129 Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement Mengting Hu author Honglei Guo author Shiwan Zhao author Hang Gao author Zhong Su author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication hu-etal-2021-efficient 10.18653/v1/2021.emnlp-main.641 https://aclanthology.org/2021.emnlp-main.641/ 2021-11 8130 8141 Deep Attention 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Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chrysostomou-aletras-2021-enjoy 10.18653/v1/2021.emnlp-main.645 https://aclanthology.org/2021.emnlp-main.645/ 2021-11 8189 8200 What’s in Your Head? 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Mario Giulianelli author Arabella Sinclair author Raquel Fernández author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication giulianelli-etal-2021-information 10.18653/v1/2021.emnlp-main.652 https://aclanthology.org/2021.emnlp-main.652/ 2021-11 8271 8283 On Homophony and Rényi Entropy Tiago Pimentel author Clara Meister author Simone Teufel author Ryan Cotterell author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication pimentel-etal-2021-homophony 10.18653/v1/2021.emnlp-main.653 https://aclanthology.org/2021.emnlp-main.653/ 2021-11 8284 8293 Synthetic Textual Features for the Large-Scale Detection of Basic-level Categories in English and Mandarin Yiwen Chen author Simone Teufel author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chen-teufel-2021-synthetic 10.18653/v1/2021.emnlp-main.654 https://aclanthology.org/2021.emnlp-main.654/ 2021-11 8294 8305 TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting Haohai Sun author Jialun Zhong author Yunpu Ma author Zhen Han author Kun He author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication sun-etal-2021-timetraveler 10.18653/v1/2021.emnlp-main.655 https://aclanthology.org/2021.emnlp-main.655/ 2021-11 8306 8319 Code-switched inspired losses for spoken dialog representations Pierre Colombo author Emile Chapuis author Matthieu Labeau author Chloé Clavel author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication colombo-etal-2021-code 10.18653/v1/2021.emnlp-main.656 https://aclanthology.org/2021.emnlp-main.656/ 2021-11 8320 8337 BiQUE: Biquaternionic Embeddings of Knowledge Graphs Jia Guo author Stanley Kok author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication guo-kok-2021-bique 10.18653/v1/2021.emnlp-main.657 https://aclanthology.org/2021.emnlp-main.657/ 2021-11 8338 8351 Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs Zhen Han author Zifeng Ding author Yunpu Ma author Yujia Gu author Volker Tresp author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication han-etal-2021-learning-neural 10.18653/v1/2021.emnlp-main.658 https://aclanthology.org/2021.emnlp-main.658/ 2021-11 8352 8364 RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models Wenkai Yang author Yankai Lin author Peng Li author Jie Zhou author Xu Sun author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yang-etal-2021-rap 10.18653/v1/2021.emnlp-main.659 https://aclanthology.org/2021.emnlp-main.659/ 2021-11 8365 8381 FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations Lukas Lange author Heike Adel author Jannik Strötgen author Dietrich Klakow author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lange-etal-2021-fame 10.18653/v1/2021.emnlp-main.660 https://aclanthology.org/2021.emnlp-main.660/ 2021-11 8382 8395 A Strong Baseline for Query Efficient Attacks in a Black Box Setting Rishabh Maheshwary author Saket Maheshwary author Vikram Pudi author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication maheshwary-etal-2021-strong 10.18653/v1/2021.emnlp-main.661 https://aclanthology.org/2021.emnlp-main.661/ 2021-11 8396 8409 Machine Translation Decoding beyond Beam Search Rémi Leblond author Jean-Baptiste Alayrac author Laurent Sifre author Miruna Pislar author Lespiau Jean-Baptiste author Ioannis Antonoglou author Karen Simonyan author Oriol Vinyals author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication leblond-etal-2021-machine 10.18653/v1/2021.emnlp-main.662 https://aclanthology.org/2021.emnlp-main.662/ 2021-11 8410 8434 Document Graph for Neural Machine Translation Mingzhou Xu author Liangyou Li author Derek F Wong author Qun Liu author Lidia S Chao author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication xu-etal-2021-document-graph 10.18653/v1/2021.emnlp-main.663 https://aclanthology.org/2021.emnlp-main.663/ 2021-11 8435 8448 An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation Alessandro Raganato author Raúl Vázquez author Mathias Creutz author Jörg Tiedemann author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication raganato-etal-2021-empirical 10.18653/v1/2021.emnlp-main.664 https://aclanthology.org/2021.emnlp-main.664/ 2021-11 8449 8456 Graph Algorithms for Multiparallel Word Alignment Ayyoob Imani author Masoud Jalili Sabet author Lutfi Kerem Senel author Philipp Dufter author François Yvon author Hinrich Schütze author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference 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Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication voita-etal-2021-language 10.18653/v1/2021.emnlp-main.667 https://aclanthology.org/2021.emnlp-main.667/ 2021-11 8478 8491 Effective Fine-Tuning Methods for Cross-lingual Adaptation Tao Yu author Shafiq Joty author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yu-joty-2021-effective 10.18653/v1/2021.emnlp-main.668 https://aclanthology.org/2021.emnlp-main.668/ 2021-11 8492 8501 Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach Víctor M Sánchez-Cartagena author Miquel Esplà-Gomis author Juan Antonio Pérez-Ortiz author Felipe Sánchez-Martínez author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication sanchez-cartagena-etal-2021-rethinking 10.18653/v1/2021.emnlp-main.669 https://aclanthology.org/2021.emnlp-main.669/ 2021-11 8502 8516 Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference Resolution Denis Emelin author Rico Sennrich author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication emelin-sennrich-2021-wino 10.18653/v1/2021.emnlp-main.670 https://aclanthology.org/2021.emnlp-main.670/ 2021-11 8517 8532 One Source, Two Targets: Challenges and Rewards of Dual Decoding Jitao Xu author François Yvon author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication xu-yvon-2021-one 10.18653/v1/2021.emnlp-main.671 https://aclanthology.org/2021.emnlp-main.671/ 2021-11 8533 8546 Discrete and Soft Prompting for Multilingual Models Mengjie Zhao author Hinrich Schütze author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhao-schutze-2021-discrete 10.18653/v1/2021.emnlp-main.672 https://aclanthology.org/2021.emnlp-main.672/ 2021-11 8547 8555 Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models Jiaoda Li author Duygu Ataman author Rico Sennrich author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-vision 10.18653/v1/2021.emnlp-main.673 https://aclanthology.org/2021.emnlp-main.673/ 2021-11 8556 8562 Efficient Inference for Multilingual Neural Machine Translation Alexandre Berard author Dain Lee author Stephane Clinchant author Kweonwoo Jung author Vassilina Nikoulina author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication berard-etal-2021-efficient 10.18653/v1/2021.emnlp-main.674 https://aclanthology.org/2021.emnlp-main.674/ 2021-11 8563 8583 Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages Tejas Dhamecha author Rudra Murthy author Samarth Bharadwaj author Karthik Sankaranarayanan author Pushpak Bhattacharyya author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication dhamecha-etal-2021-role 10.18653/v1/2021.emnlp-main.675 https://aclanthology.org/2021.emnlp-main.675/ 2021-11 8584 8595 Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification Daria Pylypenko author Kwabena Amponsah-Kaakyire author Koel Dutta Chowdhury author Josef van Genabith author Cristina España-Bonet author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication pylypenko-etal-2021-comparing 10.18653/v1/2021.emnlp-main.676 https://aclanthology.org/2021.emnlp-main.676/ 2021-11 8596 8611 Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation Ivan Provilkov author Andrey Malinin author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor 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Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-meta-lmtc 10.18653/v1/2021.emnlp-main.679 https://aclanthology.org/2021.emnlp-main.679/ 2021-11 8633 8646 Unsupervised Multi-View Post-OCR Error Correction With Language Models Harsh Gupta author Luciano Del Corro author Samuel Broscheit author Johannes Hoffart author Eliot Brenner author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication gupta-etal-2021-unsupervised-multi 10.18653/v1/2021.emnlp-main.680 https://aclanthology.org/2021.emnlp-main.680/ 2021-11 8647 8652 Parallel Refinements for Lexically Constrained Text Generation with BART Xingwei He author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication he-2021-parallel 10.18653/v1/2021.emnlp-main.681 https://aclanthology.org/2021.emnlp-main.681/ 2021-11 8653 8666 BERT-Beta: A Proactive Probabilistic Approach to Text Moderation Fei Tan author Yifan Hu author Kevin Yen author Changwei Hu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference 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Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication adelani-etal-2021-preventing 10.18653/v1/2021.emnlp-main.684 https://aclanthology.org/2021.emnlp-main.684/ 2021-11 8687 8695 CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang author Weishi Wang author Shafiq Joty author Steven C.H. Hoi author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-codet5 10.18653/v1/2021.emnlp-main.685 https://aclanthology.org/2021.emnlp-main.685/ 2021-11 8696 8708 Detect and Classify – Joint Span Detection and Classification for Health Outcomes Micheal Abaho author Danushka Bollegala author Paula Williamson author Susanna Dodd author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication abaho-etal-2021-detect 10.18653/v1/2021.emnlp-main.686 https://aclanthology.org/2021.emnlp-main.686/ 2021-11 8709 8721 Multi-Class Grammatical Error Detection for Correction: A Tale of Two Systems Zheng Yuan author Shiva Taslimipoor author Christopher Davis author Christopher Bryant author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yuan-etal-2021-multi 10.18653/v1/2021.emnlp-main.687 https://aclanthology.org/2021.emnlp-main.687/ 2021-11 8722 8736 Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models Tassilo Klein author Moin Nabi author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for 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Aggarwal author Aparna Garimella author Balaji Vasan Srinivasan author Anandhavelu N author Rajiv Jain author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication aggarwal-etal-2021-clauserec 10.18653/v1/2021.emnlp-main.691 https://aclanthology.org/2021.emnlp-main.691/ 2021-11 8770 8776 Finnish Dialect Identification: The Effect of Audio and Text Mika Hämäläinen author Khalid Alnajjar author Niko Partanen author Jack Rueter author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication hamalainen-etal-2021-finnish 10.18653/v1/2021.emnlp-main.692 https://aclanthology.org/2021.emnlp-main.692/ 2021-11 8777 8783 English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik author Jennifer Foster author Carl Vogel author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication dzendzik-etal-2021-english 10.18653/v1/2021.emnlp-main.693 https://aclanthology.org/2021.emnlp-main.693/ 2021-11 8784 8804 Expanding End-to-End Question Answering on Differentiable Knowledge Graphs with Intersection Priyanka Sen author Armin Oliya author Amir Saffari author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication sen-etal-2021-expanding 10.18653/v1/2021.emnlp-main.694 https://aclanthology.org/2021.emnlp-main.694/ 2021-11 8805 8812 Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs Pierre Marion author Pawel Nowak author Francesco Piccinno author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication marion-etal-2021-structured 10.18653/v1/2021.emnlp-main.695 https://aclanthology.org/2021.emnlp-main.695/ 2021-11 8813 8829 Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation Max Bartolo author Tristan Thrush author Robin Jia author Sebastian Riedel author Pontus Stenetorp author Douwe Kiela author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication bartolo-etal-2021-improving 10.18653/v1/2021.emnlp-main.696 https://aclanthology.org/2021.emnlp-main.696/ 2021-11 8830 8848 BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief Nora Kassner author Oyvind Tafjord author Hinrich Schütze author Peter Clark author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication kassner-etal-2021-beliefbank 10.18653/v1/2021.emnlp-main.697 https://aclanthology.org/2021.emnlp-main.697/ 2021-11 8849 8861 MLEC-QA: A Chinese Multi-Choice Biomedical Question Answering Dataset Jing Li author Shangping Zhong author Kaizhi Chen author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication li-etal-2021-mlec 10.18653/v1/2021.emnlp-main.698 https://aclanthology.org/2021.emnlp-main.698/ 2021-11 8862 8874 IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation Samuel Cahyawijaya author Genta Indra Winata author Bryan Wilie author Karissa Vincentio author Xiaohong Li author Adhiguna Kuncoro author Sebastian Ruder author Zhi Yuan Lim author Syafri Bahar author Masayu Khodra author Ayu Purwarianti author Pascale Fung author 2021-11 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Towards Benchmarking Reasoning Interpretability Xin Lv author Yixin Cao author Lei Hou author Juanzi Li author Zhiyuan Liu author Yichi Zhang author Zelin Dai author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lv-etal-2021-multi 10.18653/v1/2021.emnlp-main.700 https://aclanthology.org/2021.emnlp-main.700/ 2021-11 8899 8911 Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Marvin Kaster author Wei Zhao author Steffen Eger author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication kaster-etal-2021-global 10.18653/v1/2021.emnlp-main.701 https://aclanthology.org/2021.emnlp-main.701/ 2021-11 8912 8925 Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization Yujian Gan author Xinyun Chen author Matthew Purver author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication gan-etal-2021-exploring 10.18653/v1/2021.emnlp-main.702 https://aclanthology.org/2021.emnlp-main.702/ 2021-11 8926 8931 What happens if you treat ordinal ratings as interval data? Human evaluations in NLP are even more under-powered than you think David M Howcroft author Verena Rieser author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication howcroft-rieser-2021-happens 10.18653/v1/2021.emnlp-main.703 https://aclanthology.org/2021.emnlp-main.703/ 2021-11 8932 8939 NeuTral Rewriter: A Rule-Based and Neural Approach to Automatic Rewriting into Gender Neutral Alternatives Eva Vanmassenhove author Chris Emmery author Dimitar Shterionov author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication vanmassenhove-etal-2021-neutral 10.18653/v1/2021.emnlp-main.704 https://aclanthology.org/2021.emnlp-main.704/ 2021-11 8940 8948 Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset Tianqing Fang author Weiqi Wang author Sehyun Choi author Shibo Hao author Hongming Zhang author Yangqiu Song author Bin He author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication fang-etal-2021-benchmarking 10.18653/v1/2021.emnlp-main.705 https://aclanthology.org/2021.emnlp-main.705/ 2021-11 8949 8964 Enhancing the Context Representation in Similarity-based Word Sense Disambiguation Ming Wang author Jianzhang Zhang author Yinglin Wang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-enhancing-context 10.18653/v1/2021.emnlp-main.706 https://aclanthology.org/2021.emnlp-main.706/ 2021-11 8965 8973 Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing Kun Wu author Lijie Wang author Zhenghua Li author Ao Zhang author Xinyan Xiao author Hua Wu author Min Zhang author Haifeng Wang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wu-etal-2021-data 10.18653/v1/2021.emnlp-main.707 https://aclanthology.org/2021.emnlp-main.707/ 2021-11 8974 8983 SPARQLing Database Queries from Intermediate Question Decompositions Irina Saparina author Anton Osokin author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication saparina-osokin-2021-sparqling 10.18653/v1/2021.emnlp-main.708 https://aclanthology.org/2021.emnlp-main.708/ 2021-11 8984 8998 Time-aware Graph Neural Network for Entity Alignment between Temporal Knowledge Graphs Chengjin Xu author Fenglong Su author Jens Lehmann author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication xu-etal-2021-time 10.18653/v1/2021.emnlp-main.709 https://aclanthology.org/2021.emnlp-main.709/ 2021-11 8999 9010 Cross-Domain Label-Adaptive Stance Detection Momchil Hardalov author Arnav Arora author Preslav Nakov author Isabelle Augenstein author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication hardalov-etal-2021-cross 10.18653/v1/2021.emnlp-main.710 https://aclanthology.org/2021.emnlp-main.710/ 2021-11 9011 9028 Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification Shuhuai Ren author Jinchao Zhang author Lei Li author Xu Sun author Jie Zhou author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ren-etal-2021-text 10.18653/v1/2021.emnlp-main.711 https://aclanthology.org/2021.emnlp-main.711/ 2021-11 9029 9043 Distilling Relation Embeddings from Pretrained Language Models Asahi Ushio author Jose Camacho-Collados author Steven Schockaert author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ushio-etal-2021-distilling 10.18653/v1/2021.emnlp-main.712 https://aclanthology.org/2021.emnlp-main.712/ 2021-11 9044 9062 Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning Prasetya Utama author Nafise Sadat Moosavi author Victor Sanh author Iryna Gurevych author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication utama-etal-2021-avoiding 10.18653/v1/2021.emnlp-main.713 https://aclanthology.org/2021.emnlp-main.713/ 2021-11 9063 9074 A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing Chunchuan Lyu author Shay B Cohen author Ivan Titov author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lyu-etal-2021-differentiable 10.18653/v1/2021.emnlp-main.714 https://aclanthology.org/2021.emnlp-main.714/ 2021-11 9075 9091 Integrating Personalized PageRank into Neural Word Sense Disambiguation Ahmed El Sheikh author Michele Bevilacqua author Roberto Navigli author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication el-sheikh-etal-2021-integrating 10.18653/v1/2021.emnlp-main.715 https://aclanthology.org/2021.emnlp-main.715/ 2021-11 9092 9098 Cross-lingual Sentence Embedding using Multi-Task Learning Koustava Goswami author Sourav Dutta author Haytham Assem author Theodorus Fransen author John P McCrae author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication goswami-etal-2021-cross 10.18653/v1/2021.emnlp-main.716 https://aclanthology.org/2021.emnlp-main.716/ 2021-11 9099 9113 NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis Nikolay Arefyev author Dmitrii Kharchev author Artem Shelmanov author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication arefyev-etal-2021-nb 10.18653/v1/2021.emnlp-main.717 https://aclanthology.org/2021.emnlp-main.717/ 2021-11 9114 9124 Revisiting Self-training for Few-shot Learning of Language Model Yiming Chen author Yan Zhang author Chen Zhang author Grandee Lee author Ran Cheng author Haizhou Li author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chen-etal-2021-revisiting 10.18653/v1/2021.emnlp-main.718 https://aclanthology.org/2021.emnlp-main.718/ 2021-11 9125 9135 Bridging Perception, Memory, and Inference through Semantic Relations Johanna Björklund author Adam Dahlgren Lindström author Frank Drewes author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication bjorklund-etal-2021-bridging 10.18653/v1/2021.emnlp-main.719 https://aclanthology.org/2021.emnlp-main.719/ 2021-11 9136 9142 Unimodal and Crossmodal Refinement Network for Multimodal Sequence Fusion Xiaobao Guo author Adams Kong author Huan Zhou author Xianfeng Wang author Min Wang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication guo-etal-2021-unimodal 10.18653/v1/2021.emnlp-main.720 https://aclanthology.org/2021.emnlp-main.720/ 2021-11 9143 9153 YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews Matan Orbach author Orith Toledo-Ronen author Artem Spector author Ranit Aharonov author Yoav Katz author Noam Slonim author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication orbach-etal-2021-yaso 10.18653/v1/2021.emnlp-main.721 https://aclanthology.org/2021.emnlp-main.721/ 2021-11 9154 9173 An Empirical Study on Leveraging Position Embeddings for Target-oriented Opinion Words Extraction Samuel Mensah author Kai Sun author Nikolaos Aletras author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication mensah-etal-2021-empirical 10.18653/v1/2021.emnlp-main.722 https://aclanthology.org/2021.emnlp-main.722/ 2021-11 9174 9179 Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis Wei Han author Hui Chen author Soujanya Poria author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication han-etal-2021-improving 10.18653/v1/2021.emnlp-main.723 https://aclanthology.org/2021.emnlp-main.723/ 2021-11 9180 9192 BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification Zeguan Xiao author Jiarun Wu author Qingliang Chen author Congjian Deng author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication xiao-etal-2021-bert4gcn 10.18653/v1/2021.emnlp-main.724 https://aclanthology.org/2021.emnlp-main.724/ 2021-11 9193 9200 Aspect Sentiment Quad Prediction as Paraphrase Generation Wenxuan Zhang author Yang Deng author Xin Li author Yifei Yuan author Lidong Bing author Wai Lam author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhang-etal-2021-aspect-sentiment 10.18653/v1/2021.emnlp-main.726 https://aclanthology.org/2021.emnlp-main.726/ 2021-11 9209 9219 Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching Wenxuan Zhang author Ruidan He author Haiyun Peng author Lidong Bing author Wai Lam author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhang-etal-2021-cross 10.18653/v1/2021.emnlp-main.727 https://aclanthology.org/2021.emnlp-main.727/ 2021-11 9220 9230 Towards Label-Agnostic Emotion Embeddings Sven Buechel author Luise Modersohn author Udo Hahn author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication buechel-etal-2021-towards 10.18653/v1/2021.emnlp-main.728 https://aclanthology.org/2021.emnlp-main.728/ 2021-11 9231 9249 Collaborative Learning of Bidirectional Decoders for Unsupervised Text Style Transfer Yun Ma author Yangbin Chen author Xudong Mao author Qing Li author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ma-etal-2021-collaborative 10.18653/v1/2021.emnlp-main.729 https://aclanthology.org/2021.emnlp-main.729/ 2021-11 9250 9266 Exploring Non-Autoregressive Text Style Transfer Yun Ma author Qing Li author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ma-li-2021-exploring 10.18653/v1/2021.emnlp-main.730 https://aclanthology.org/2021.emnlp-main.730/ 2021-11 9267 9278 PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction Rajdeep Mukherjee author Tapas Nayak author Yash Butala author Sourangshu Bhattacharya author Pawan Goyal author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication mukherjee-etal-2021-paste 10.18653/v1/2021.emnlp-main.731 https://aclanthology.org/2021.emnlp-main.731/ 2021-11 9279 9291 Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos Daizong Liu author Xiaoye Qu author Jianfeng Dong author Pan Zhou author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-adaptive 10.18653/v1/2021.emnlp-main.732 https://aclanthology.org/2021.emnlp-main.732/ 2021-11 9292 9301 Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding Daizong Liu author Xiaoye Qu author Pan Zhou author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-progressively 10.18653/v1/2021.emnlp-main.733 https://aclanthology.org/2021.emnlp-main.733/ 2021-11 9302 9311 Language Models are Few-Shot Butlers Vincent Micheli author Francois Fleuret author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication micheli-fleuret-2021-language 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Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication testoni-bernardi-2021-looking 10.18653/v1/2021.emnlp-main.736 https://aclanthology.org/2021.emnlp-main.736/ 2021-11 9330 9338 A Unified Speaker Adaptation Approach for ASR Yingzhu Zhao author Chongjia Ni author Cheung-Chi Leung author Shafiq Joty author Eng Siong Chng author Bin Ma author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhao-etal-2021-unified 10.18653/v1/2021.emnlp-main.737 https://aclanthology.org/2021.emnlp-main.737/ 2021-11 9339 9349 Caption Enriched Samples for Improving Hateful Memes Detection Efrat Blaier author Itzik Malkiel author Lior Wolf author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication blaier-etal-2021-caption 10.18653/v1/2021.emnlp-main.738 https://aclanthology.org/2021.emnlp-main.738/ 2021-11 9350 9358 Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems Potsawee Manakul author Mark Gales author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication manakul-gales-2021-sparsity 10.18653/v1/2021.emnlp-main.739 https://aclanthology.org/2021.emnlp-main.739/ 2021-11 9359 9368 BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Moussa Kamal Eddine author Antoine Tixier author Michalis Vazirgiannis author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication kamal-eddine-etal-2021-barthez 10.18653/v1/2021.emnlp-main.740 https://aclanthology.org/2021.emnlp-main.740/ 2021-11 9369 9390 ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Alireza Salemi author Emad Kebriaei author Ghazal Neisi Minaei author Azadeh Shakery author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic 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editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication brazinskas-etal-2021-learning 10.18653/v1/2021.emnlp-main.743 https://aclanthology.org/2021.emnlp-main.743/ 2021-11 9424 9442 Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen author Anh Tuan Luu author Truc Lu author Tho Quan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication nguyen-etal-2021-enriching 10.18653/v1/2021.emnlp-main.744 https://aclanthology.org/2021.emnlp-main.744/ 2021-11 9443 9456 Revisiting Tri-training of Dependency Parsers Joachim Wagner author Jennifer Foster author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wagner-foster-2021-revisiting 10.18653/v1/2021.emnlp-main.745 https://aclanthology.org/2021.emnlp-main.745/ 2021-11 9457 9473 Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling Liwen Wang author Xuefeng Li author Jiachi Liu author Keqing He author Yuanmeng Yan author Weiran Xu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wang-etal-2021-bridge 10.18653/v1/2021.emnlp-main.746 https://aclanthology.org/2021.emnlp-main.746/ 2021-11 9474 9480 Neuralizing Regular Expressions for Slot Filling Chengyue Jiang author Zijian Jin author Kewei Tu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication jiang-etal-2021-neuralizing 10.18653/v1/2021.emnlp-main.747 https://aclanthology.org/2021.emnlp-main.747/ 2021-11 9481 9498 Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP Zhijing Jin author Julius von Kügelgen author Jingwei Ni author Tejas Vaidhya author Ayush Kaushal author Mrinmaya Sachan author Bernhard Schölkopf author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational 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Jens Lehmann author Sahar Vahdati author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication nayyeri-etal-2021-knowledge 10.18653/v1/2021.emnlp-main.750 https://aclanthology.org/2021.emnlp-main.750/ 2021-11 9529 9548 KnowMAN: Weakly Supervised Multinomial Adversarial Networks Luisa März author Ehsaneddin Asgari author Fabienne Braune author Franziska Zimmermann author Benjamin Roth author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication marz-etal-2021-knowman 10.18653/v1/2021.emnlp-main.751 https://aclanthology.org/2021.emnlp-main.751/ 2021-11 9549 9557 ONION: A Simple and Effective Defense Against Textual Backdoor Attacks Fanchao Qi author Yangyi Chen author Mukai Li author Yuan Yao author Zhiyuan Liu author Maosong Sun author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication qi-etal-2021-onion 10.18653/v1/2021.emnlp-main.752 https://aclanthology.org/2021.emnlp-main.752/ 2021-11 9558 9566 Value-aware Approximate Attention Ankit Gupta author Jonathan Berant author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication gupta-berant-2021-value 10.18653/v1/2021.emnlp-main.753 https://aclanthology.org/2021.emnlp-main.753/ 2021-11 9567 9574 Contrastive Domain Adaptation for Question Answering using Limited Text Corpora Zhenrui Yue author Bernhard Kratzwald author Stefan Feuerriegel author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yue-etal-2021-contrastive 10.18653/v1/2021.emnlp-main.754 https://aclanthology.org/2021.emnlp-main.754/ 2021-11 9575 9593 Case-based Reasoning for Natural Language Queries over Knowledge Bases Rajarshi Das author Manzil Zaheer author Dung Thai author Ameya Godbole author Ethan Perez author Jay Yoon Lee author Lizhen Tan author Lazaros Polymenakos author Andrew McCallum author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication das-etal-2021-case 10.18653/v1/2021.emnlp-main.755 https://aclanthology.org/2021.emnlp-main.755/ 2021-11 9594 9611 Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation Chen Zhao author Chenyan Xiong author Jordan Boyd-Graber author Hal Daumé III author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhao-etal-2021-distantly 10.18653/v1/2021.emnlp-main.756 https://aclanthology.org/2021.emnlp-main.756/ 2021-11 9612 9622 What’s in a Name? Answer Equivalence For Open-Domain Question Answering Chenglei Si author Chen Zhao author Jordan Boyd-Graber author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication si-etal-2021-whats 10.18653/v1/2021.emnlp-main.757 https://aclanthology.org/2021.emnlp-main.757/ 2021-11 9623 9629 Evaluation Paradigms in Question Answering Pedro Rodriguez author Jordan Boyd-Graber author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication rodriguez-boyd-graber-2021-evaluation 10.18653/v1/2021.emnlp-main.758 https://aclanthology.org/2021.emnlp-main.758/ 2021-11 9630 9642 Numerical reasoning in machine reading comprehension tasks: are we there yet? Hadeel Al-Negheimish author Pranava Madhyastha author Alessandra Russo author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication al-negheimish-etal-2021-numerical 10.18653/v1/2021.emnlp-main.759 https://aclanthology.org/2021.emnlp-main.759/ 2021-11 9643 9649 Set Generation Networks for End-to-End Knowledge Base Population Dianbo Sui author Chenhao Wang author Yubo Chen author Kang Liu author Jun Zhao author Wei Bi author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication sui-etal-2021-set 10.18653/v1/2021.emnlp-main.760 https://aclanthology.org/2021.emnlp-main.760/ 2021-11 9650 9660 Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction Kailong Hao author Botao Yu author Wei Hu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication hao-etal-2021-knowing 10.18653/v1/2021.emnlp-main.761 https://aclanthology.org/2021.emnlp-main.761/ 2021-11 9661 9672 Progressive Adversarial Learning for Bootstrapping: A Case Study on Entity Set Expansion Lingyong Yan author Xianpei Han author Le Sun author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yan-etal-2021-progressive 10.18653/v1/2021.emnlp-main.762 https://aclanthology.org/2021.emnlp-main.762/ 2021-11 9673 9682 Uncovering Main Causalities for Long-tailed Information Extraction Guoshun Nan author Jiaqi Zeng author Rui Qiao author Zhijiang Guo author Wei Lu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication nan-etal-2021-uncovering 10.18653/v1/2021.emnlp-main.763 https://aclanthology.org/2021.emnlp-main.763/ 2021-11 9683 9695 Maximal Clique Based Non-Autoregressive Open Information Extraction Bowen Yu author Yucheng Wang author Tingwen Liu author Hongsong Zhu author Limin Sun author Bin Wang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication yu-etal-2021-maximal 10.18653/v1/2021.emnlp-main.764 https://aclanthology.org/2021.emnlp-main.764/ 2021-11 9696 9706 A Relation-Oriented Clustering Method for Open Relation Extraction Jun Zhao author Tao Gui author Qi Zhang author Yaqian Zhou author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhao-etal-2021-relation 10.18653/v1/2021.emnlp-main.765 https://aclanthology.org/2021.emnlp-main.765/ 2021-11 9707 9718 Exploring Methods for Generating Feedback Comments for Writing Learning Kazuaki Hanawa author Ryo Nagata author Kentaro Inui author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication hanawa-etal-2021-exploring 10.18653/v1/2021.emnlp-main.766 https://aclanthology.org/2021.emnlp-main.766/ 2021-11 9719 9730 A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis Jiawei Liu author Kaisong Song author Yangyang Kang author Guoxiu He author Zhuoren Jiang author Changlong Sun author Wei Lu author Xiaozhong Liu author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for 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text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication cheng-etal-2021-uniker 10.18653/v1/2021.emnlp-main.769 https://aclanthology.org/2021.emnlp-main.769/ 2021-11 9753 9771 Wasserstein Selective Transfer Learning for Cross-domain Text Mining Lingyun Feng author Minghui Qiu author Yaliang Li author Haitao Zheng author Ying Shen author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication feng-etal-2021-wasserstein 10.18653/v1/2021.emnlp-main.770 https://aclanthology.org/2021.emnlp-main.770/ 2021-11 9772 9783 Jointly Learning to Repair Code and Generate Commit Message Jiaqi Bai author Long Zhou author Ambrosio Blanco author Shujie Liu author Furu Wei author Ming Zhou author Zhoujun Li author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication bai-etal-2021-jointly 10.18653/v1/2021.emnlp-main.771 https://aclanthology.org/2021.emnlp-main.771/ 2021-11 9784 9795 Inflate and Shrink:Enriching and Reducing Interactions for Fast Text-Image Retrieval Haoliang Liu author Tan Yu author Ping Li author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-inflate 10.18653/v1/2021.emnlp-main.772 https://aclanthology.org/2021.emnlp-main.772/ 2021-11 9796 9809 On Pursuit of Designing Multi-modal Transformer for Video Grounding Meng Cao author Long Chen author Mike Zheng Shou author Can Zhang author Yuexian Zou author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication cao-etal-2021-pursuit 10.18653/v1/2021.emnlp-main.773 https://aclanthology.org/2021.emnlp-main.773/ 2021-11 9810 9823 COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images Ben Bogin author Shivanshu Gupta author Matt Gardner author Jonathan Berant author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication bogin-etal-2021-covr 10.18653/v1/2021.emnlp-main.774 https://aclanthology.org/2021.emnlp-main.774/ 2021-11 9824 9846 Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers Stella Frank author Emanuele Bugliarello author Desmond Elliott author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication frank-etal-2021-vision 10.18653/v1/2021.emnlp-main.775 https://aclanthology.org/2021.emnlp-main.775/ 2021-11 9847 9857 HypMix: Hyperbolic Interpolative Data Augmentation Ramit Sawhney author Megh Thakkar author Shivam Agarwal author Di Jin author Diyi Yang author Lucie Flek author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference 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Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication brook-weiss-etal-2021-qa 10.18653/v1/2021.emnlp-main.778 https://aclanthology.org/2021.emnlp-main.778/ 2021-11 9879 9894 PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak author Nathan Schucher author Dzmitry Bahdanau author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication scholak-etal-2021-picard 10.18653/v1/2021.emnlp-main.779 https://aclanthology.org/2021.emnlp-main.779/ 2021-11 9895 9901 Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings Marco Di Giovanni author Marco Brambilla author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication di-giovanni-brambilla-2021-exploiting 10.18653/v1/2021.emnlp-main.780 https://aclanthology.org/2021.emnlp-main.780/ 2021-11 9902 9910 Guilt by Association: Emotion Intensities in Lexical Representations Shahab Raji author Gerard de Melo author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication raji-de-melo-2021-guilt 10.18653/v1/2021.emnlp-main.781 https://aclanthology.org/2021.emnlp-main.781/ 2021-11 9911 9917 Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender Sky CH-Wang author David Jurgens author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication ch-wang-jurgens-2021-using 10.18653/v1/2021.emnlp-main.782 https://aclanthology.org/2021.emnlp-main.782/ 2021-11 9918 9938 Identifying Morality Frames in Political Tweets using Relational Learning Shamik Roy author Maria Leonor Pacheco author Dan Goldwasser author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association 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Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication du-etal-2021-assessing 10.18653/v1/2021.emnlp-main.785 https://aclanthology.org/2021.emnlp-main.785/ 2021-11 10012 10034 Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks Hongzhan Lin author Jing Ma author Mingfei Cheng author Zhiwei Yang author Liangliang Chen author Guang Chen author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lin-etal-2021-rumor 10.18653/v1/2021.emnlp-main.786 https://aclanthology.org/2021.emnlp-main.786/ 2021-11 10035 10047 Learning Bill Similarity with Annotated and Augmented Corpora of Bills Jiseon Kim author Elden Griggs author In Song Kim author Alice Oh author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication kim-etal-2021-learning 10.18653/v1/2021.emnlp-main.787 https://aclanthology.org/2021.emnlp-main.787/ 2021-11 10048 10064 SWEAT: Scoring Polarization of Topics across Different Corpora Federico Bianchi author Marco Marelli author Paolo Nicoli author Matteo Palmonari author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication bianchi-etal-2021-sweat 10.18653/v1/2021.emnlp-main.788 https://aclanthology.org/2021.emnlp-main.788/ 2021-11 10065 10072 “So You Think You’re Funny?”: Rating the Humour Quotient in Standup Comedy Anirudh Mittal author Pranav Jeevan P author Prerak Gandhi author Diptesh Kanojia author Pushpak Bhattacharyya author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication mittal-etal-2021-think 10.18653/v1/2021.emnlp-main.789 https://aclanthology.org/2021.emnlp-main.789/ 2021-11 10073 10079 “Was it “stated” or was it “claimed”?: How linguistic bias affects generative language models Roma Patel author Ellie Pavlick author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication patel-pavlick-2021-stated 10.18653/v1/2021.emnlp-main.790 https://aclanthology.org/2021.emnlp-main.790/ 2021-11 10080 10095 PAUSE: Positive and Annealed Unlabeled Sentence Embedding Lele Cao author Emil Larsson author Vilhelm von Ehrenheim author Dhiana Deva Cavalcanti Rocha author Anna Martin author Sonja Horn author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication cao-etal-2021-pause 10.18653/v1/2021.emnlp-main.791 https://aclanthology.org/2021.emnlp-main.791/ 2021-11 10096 10107 A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders Maarten De Raedt author Fréderic Godin author Pieter Buteneers author Chris Develder author Thomas Demeester author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication de-raedt-etal-2021-simple 10.18653/v1/2021.emnlp-main.792 https://aclanthology.org/2021.emnlp-main.792/ 2021-11 10108 10114 An Information-Theoretic Characterization of Morphological Fusion Neil Rathi author Michael Hahn author Richard Futrell author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication rathi-etal-2021-information 10.18653/v1/2021.emnlp-main.793 https://aclanthology.org/2021.emnlp-main.793/ 2021-11 10115 10120 The Effect of Efficient Messaging and Input Variability on Neural-Agent Iterated Language Learning Yuchen Lian author Arianna Bisazza author Tessa Verhoef author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lian-etal-2021-effect 10.18653/v1/2021.emnlp-main.794 https://aclanthology.org/2021.emnlp-main.794/ 2021-11 10121 10129 On Classifying whether Two Texts are on the Same Side of an Argument Erik Körner author Gregor Wiedemann author Ahmad Dawar Hakimi author Gerhard Heyer author Martin Potthast author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication korner-etal-2021-classifying 10.18653/v1/2021.emnlp-main.795 https://aclanthology.org/2021.emnlp-main.795/ 2021-11 10130 10138 Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study Ranran Zhen author Rui Wang author Guohong Fu author Chengguo Lv author Meishan Zhang author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zhen-etal-2021-chinese 10.18653/v1/2021.emnlp-main.796 https://aclanthology.org/2021.emnlp-main.796/ 2021-11 10139 10149 MassiveSumm: a very large-scale, very multilingual, news summarisation dataset Daniel Varab author Natalie Schluter author 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10.18653/v1/2021.emnlp-main.798 https://aclanthology.org/2021.emnlp-main.798/ 2021-11 10162 10172 Investigating the Helpfulness of Word-Level Quality Estimation for Post-Editing Machine Translation Output Raksha Shenoy author Nico Herbig author Antonio Krüger author Josef van Genabith author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication shenoy-etal-2021-investigating 10.18653/v1/2021.emnlp-main.799 https://aclanthology.org/2021.emnlp-main.799/ 2021-11 10173 10185 UNKs Everywhere: Adapting Multilingual Language Models to New Scripts Jonas Pfeiffer author Ivan Vulić author Iryna Gurevych author Sebastian Ruder author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication pfeiffer-etal-2021-unks 10.18653/v1/2021.emnlp-main.800 https://aclanthology.org/2021.emnlp-main.800/ 2021-11 10186 10203 Neural Machine Translation Quality and Post-Editing Performance Vilém Zouhar author Martin Popel author Ondřej Bojar author Aleš Tamchyna author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zouhar-etal-2021-neural 10.18653/v1/2021.emnlp-main.801 https://aclanthology.org/2021.emnlp-main.801/ 2021-11 10204 10214 XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder author Noah Constant author Jan Botha 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conference publication vamvas-sennrich-2021-contrastive 10.18653/v1/2021.emnlp-main.803 https://aclanthology.org/2021.emnlp-main.803/ 2021-11 10246 10265 Measuring Association Between Labels and Free-Text Rationales Sarah Wiegreffe author Ana Marasović author Noah A Smith author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication wiegreffe-etal-2021-measuring 10.18653/v1/2021.emnlp-main.804 https://aclanthology.org/2021.emnlp-main.804/ 2021-11 10266 10284 Discretized Integrated Gradients for Explaining Language Models Soumya Sanyal author Xiang Ren author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication sanyal-ren-2021-discretized 10.18653/v1/2021.emnlp-main.805 https://aclanthology.org/2021.emnlp-main.805/ 2021-11 10285 10299 Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords Taelin Karidi author Yichu Zhou author Nathan Schneider author Omri Abend author Vivek Srikumar author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication karidi-etal-2021-putting 10.18653/v1/2021.emnlp-main.806 https://aclanthology.org/2021.emnlp-main.806/ 2021-11 10300 10313 Rationales for Sequential Predictions Keyon Vafa author Yuntian Deng author David Blei author Alexander Rush author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication vafa-etal-2021-rationales 10.18653/v1/2021.emnlp-main.807 https://aclanthology.org/2021.emnlp-main.807/ 2021-11 10314 10332 FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging Han Guo author Nazneen Rajani author Peter Hase author Mohit Bansal author Caiming Xiong author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication guo-etal-2021-fastif 10.18653/v1/2021.emnlp-main.808 https://aclanthology.org/2021.emnlp-main.808/ 2021-11 10333 10350 Studying word order through iterative shuffling Nikolay Malkin author Sameera Lanka author Pranav Goel author Nebojsa Jojic author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication malkin-etal-2021-studying 10.18653/v1/2021.emnlp-main.809 https://aclanthology.org/2021.emnlp-main.809/ 2021-11 10351 10366 Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training Yu Meng author Yunyi Zhang author Jiaxin Huang author Xuan Wang author Yu Zhang author Heng Ji author Jiawei Han author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association 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Ji author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chen-etal-2021-hitter 10.18653/v1/2021.emnlp-main.812 https://aclanthology.org/2021.emnlp-main.812/ 2021-11 10395 10407 Few-Shot Named Entity Recognition: An Empirical Baseline Study Jiaxin Huang author Chunyuan Li author Krishan Subudhi author Damien Jose author Shobana Balakrishnan author Weizhu Chen author Baolin Peng author Jianfeng Gao author Jiawei Han author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication huang-etal-2021-shot 10.18653/v1/2021.emnlp-main.813 https://aclanthology.org/2021.emnlp-main.813/ 2021-11 10408 10423 XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment Ahmed El-Kishky author Adithya Renduchintala author James Cross author Francisco Guzmán author Philipp Koehn author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication el-kishky-etal-2021-xlent 10.18653/v1/2021.emnlp-main.814 https://aclanthology.org/2021.emnlp-main.814/ 2021-11 10424 10430 Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction Haoyang Wen author Heng Ji author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens 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author Guillaume Staerman author Chloé Clavel author Pablo Piantanida author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication colombo-etal-2021-automatic 10.18653/v1/2021.emnlp-main.817 https://aclanthology.org/2021.emnlp-main.817/ 2021-11 10450 10466 Visually Grounded Reasoning across Languages and Cultures Fangyu Liu author Emanuele Bugliarello author Edoardo Maria Ponti author Siva Reddy author Nigel Collier author Desmond Elliott author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication liu-etal-2021-visually 10.18653/v1/2021.emnlp-main.818 https://aclanthology.org/2021.emnlp-main.818/ 2021-11 10467 10485 Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema Yanai Elazar author Hongming Zhang author Yoav Goldberg author Dan Roth author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication elazar-etal-2021-back 10.18653/v1/2021.emnlp-main.819 https://aclanthology.org/2021.emnlp-main.819/ 2021-11 10486 10500 Robustness Evaluation of Entity Disambiguation Using Prior Probes: the Case of Entity Overshadowing Vera Provatorova author Samarth Bhargav author Svitlana Vakulenko author Evangelos Kanoulas author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication provatorova-etal-2021-robustness 10.18653/v1/2021.emnlp-main.820 https://aclanthology.org/2021.emnlp-main.820/ 2021-11 10501 10510 IndoNLI: A Natural Language Inference Dataset for Indonesian Rahmad Mahendra author Alham Fikri Aji author Samuel Louvan author Fahrurrozi Rahman author Clara Vania author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication mahendra-etal-2021-indonli 10.18653/v1/2021.emnlp-main.821 https://aclanthology.org/2021.emnlp-main.821/ 2021-11 10511 10527 Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators’ Disagreement Elisa Leonardelli author Stefano Menini author Alessio Palmero Aprosio author Marco Guerini author Sara Tonelli author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication leonardelli-etal-2021-agreeing 10.18653/v1/2021.emnlp-main.822 https://aclanthology.org/2021.emnlp-main.822/ 2021-11 10528 10539 A Root of a Problem: Optimizing Single-Root Dependency Parsing Miloš Stanojević author Shay B Cohen author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication stanojevic-cohen-2021-root 10.18653/v1/2021.emnlp-main.823 https://aclanthology.org/2021.emnlp-main.823/ 2021-11 10540 10557 Efficient Sampling of Dependency Structures Ran Zmigrod author Tim Vieira author Ryan Cotterell author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zmigrod-etal-2021-efficient 10.18653/v1/2021.emnlp-main.824 https://aclanthology.org/2021.emnlp-main.824/ 2021-11 10558 10569 Reducing Discontinuous to Continuous Parsing with Pointer Network Reordering Daniel Fernández-González author Carlos Gómez-Rodríguez author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication fernandez-gonzalez-gomez-rodriguez-2021-reducing 10.18653/v1/2021.emnlp-main.825 https://aclanthology.org/2021.emnlp-main.825/ 2021-11 10570 10578 A New Representation for Span-based CCG Parsing Yoshihide Kato author Shigeki Matsubara author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication kato-matsubara-2021-new 10.18653/v1/2021.emnlp-main.826 https://aclanthology.org/2021.emnlp-main.826/ 2021-11 10579 10584 What to Pre-Train on? Efficient Intermediate Task Selection Clifton Poth author Jonas Pfeiffer author Andreas Rücklé author Iryna Gurevych author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication poth-etal-2021-pre 10.18653/v1/2021.emnlp-main.827 https://aclanthology.org/2021.emnlp-main.827/ 2021-11 10585 10605 PermuteFormer: Efficient Relative Position Encoding for Long Sequences Peng Chen author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication chen-2021-permuteformer 10.18653/v1/2021.emnlp-main.828 https://aclanthology.org/2021.emnlp-main.828/ 2021-11 10606 10618 Block Pruning For Faster Transformers François Lagunas author Ella Charlaix author Victor Sanh author Alexander Rush author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lagunas-etal-2021-block 10.18653/v1/2021.emnlp-main.829 https://aclanthology.org/2021.emnlp-main.829/ 2021-11 10619 10629 Finetuning Pretrained Transformers into RNNs Jungo Kasai author Hao Peng author Yizhe Zhang author Dani Yogatama author Gabriel Ilharco author Nikolaos Pappas author Yi Mao author Weizhu Chen author Noah A Smith author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia 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of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication xu-etal-2021-beyond 10.18653/v1/2021.emnlp-main.832 https://aclanthology.org/2021.emnlp-main.832/ 2021-11 10653 10659 IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization Fajri Koto author Jey Han Lau author Timothy Baldwin author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication koto-etal-2021-indobertweet 10.18653/v1/2021.emnlp-main.833 https://aclanthology.org/2021.emnlp-main.833/ 2021-11 10660 10668 Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features Bruce W Lee author Yoo Sung Jang author Jason Lee author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication lee-etal-2021-pushing 10.18653/v1/2021.emnlp-main.834 https://aclanthology.org/2021.emnlp-main.834/ 2021-11 10669 10686 Types of Out-of-Distribution Texts and How to Detect Them Udit Arora author William Huang author He He author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication arora-etal-2021-types 10.18653/v1/2021.emnlp-main.835 https://aclanthology.org/2021.emnlp-main.835/ 2021-11 10687 10701 Self-training with Few-shot Rationalization Meghana Moorthy Bhat author Alessandro Sordoni author Subhabrata Mukherjee author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication bhat-etal-2021-self 10.18653/v1/2021.emnlp-main.836 https://aclanthology.org/2021.emnlp-main.836/ 2021-11 10702 10712 MTAdam: Automatic Balancing of Multiple Training Loss Terms Itzik Malkiel author Lior Wolf author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication malkiel-wolf-2021-mtadam 10.18653/v1/2021.emnlp-main.837 https://aclanthology.org/2021.emnlp-main.837/ 2021-11 10713 10729 Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large Arman Zharmagambetov author Magzhan Gabidolla author Miguel A Carreira-Perpinan author 2021-11 text Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing Marie-Francine Moens editor Xuanjing Huang editor Lucia Specia editor Scott Wen-tau Yih editor Association for Computational Linguistics Online and Punta Cana, Dominican Republic conference publication zharmagambetov-etal-2021-softmax 10.18653/v1/2021.emnlp-main.838 https://aclanthology.org/2021.emnlp-main.838/ 2021-11 10730 10745 Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning Xinghua Zhang author Bowen Yu author Tingwen Liu author Zhenyu Zhang author Jiawei Sheng author Xue Mengge author 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