Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track)

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor 2023-07 Association for Computational Linguistics Toronto, Canada text conference publication acl-2023-association-linguistics-industry https://aclanthology.org/2023.acl-industry.0/ CWSeg: An Efficient and General Approach to Chinese Word Segmentation Dedong Li author Rui Zhao author Fei Tan author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication li-etal-2023-cwseg 10.18653/v1/2023.acl-industry.1 https://aclanthology.org/2023.acl-industry.1/ 2023-07 1 10 “Knowledge is Power”: Constructing Knowledge Graph of Abdominal Organs and Using Them for Automatic Radiology Report Generation Kaveri Kale author Pushpak Bhattacharyya author Aditya Shetty author Milind Gune author Kush Shrivastava author Rustom Lawyer author Spriha Biswas author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication kale-etal-2023-knowledge 10.18653/v1/2023.acl-industry.2 https://aclanthology.org/2023.acl-industry.2/ 2023-07 11 24 Hunt for Buried Treasures: Extracting Unclaimed Embodiments from Patent Specifications Chikara Hashimoto author Gautam Kumar author Shuichiro Hashimoto author Jun Suzuki author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication hashimoto-etal-2023-hunt 10.18653/v1/2023.acl-industry.3 https://aclanthology.org/2023.acl-industry.3/ 2023-07 25 36 MathPrompter: Mathematical Reasoning using Large Language Models Shima Imani author Liang Du author Harsh Shrivastava author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication imani-etal-2023-mathprompter 10.18653/v1/2023.acl-industry.4 https://aclanthology.org/2023.acl-industry.4/ 2023-07 37 42 Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems Mohammad Kachuee author Sungjin Lee author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication kachuee-lee-2023-constrained 10.18653/v1/2023.acl-industry.5 https://aclanthology.org/2023.acl-industry.5/ 2023-07 43 52 pNLP-Mixer: an Efficient all-MLP Architecture for Language Francesco Fusco author Damian Pascual author Peter Staar author Diego Antognini author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication fusco-etal-2023-pnlp 10.18653/v1/2023.acl-industry.6 https://aclanthology.org/2023.acl-industry.6/ 2023-07 53 60 Extracting Text Representations for Terms and Phrases in Technical Domains Francesco Fusco author Diego Antognini author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication fusco-antognini-2023-extracting 10.18653/v1/2023.acl-industry.7 https://aclanthology.org/2023.acl-industry.7/ 2023-07 61 70 CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval Jiapeng Wang author Chengyu Wang author Xiaodan Wang author Jun Huang author Lianwen Jin author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication wang-etal-2023-cocaclip 10.18653/v1/2023.acl-industry.8 https://aclanthology.org/2023.acl-industry.8/ 2023-07 71 80 KG-FLIP: Knowledge-guided Fashion-domain Language-Image Pre-training for E-commerce Qinjin Jia author Yang Liu author Daoping Wu author Shaoyuan Xu author Huidong Liu author Jinmiao Fu author Roland Vollgraf author Bryan Wang author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication jia-etal-2023-kg 10.18653/v1/2023.acl-industry.9 https://aclanthology.org/2023.acl-industry.9/ 2023-07 81 88 Domain-specific transformer models for query translation Mandar Kulkarni author Nikesh Garera author Anusua Trivedi author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication kulkarni-etal-2023-domain 10.18653/v1/2023.acl-industry.10 https://aclanthology.org/2023.acl-industry.10/ 2023-07 89 95 Label efficient semi-supervised conversational intent classification Mandar Kulkarni author Kyung Kim author Nikesh Garera author Anusua Trivedi author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication kulkarni-etal-2023-label 10.18653/v1/2023.acl-industry.11 https://aclanthology.org/2023.acl-industry.11/ 2023-07 96 102 xPQA: Cross-Lingual Product Question Answering in 12 Languages Xiaoyu Shen author Akari Asai author Bill Byrne author Adria De Gispert author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication shen-etal-2023-xpqa 10.18653/v1/2023.acl-industry.12 https://aclanthology.org/2023.acl-industry.12/ 2023-07 103 115 Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection Beizhe Hu author Qiang Sheng author Juan Cao author Yongchun Zhu author Danding Wang author Zhengjia Wang author Zhiwei Jin author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication hu-etal-2023-learn 10.18653/v1/2023.acl-industry.13 https://aclanthology.org/2023.acl-industry.13/ 2023-07 116 125 AVEN-GR: Attribute Value Extraction and Normalization using product GRaphs Thomas Ricatte author Donato Crisostomi author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication ricatte-crisostomi-2023-aven 10.18653/v1/2023.acl-industry.14 https://aclanthology.org/2023.acl-industry.14/ 2023-07 126 133 GKD: A General Knowledge Distillation Framework for Large-scale Pre-trained Language Model Shicheng Tan author Weng Lam Tam author Yuanchun Wang author Wenwen Gong author Shu Zhao author Peng Zhang author Jie Tang author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication tan-etal-2023-gkd 10.18653/v1/2023.acl-industry.15 https://aclanthology.org/2023.acl-industry.15/ 2023-07 134 148 FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph Xiaodan Wang author Chengyu Wang author Lei Li author Zhixu Li author Ben Chen author Linbo Jin author Jun Huang author Yanghua Xiao author Ming Gao author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication wang-etal-2023-fashionklip 10.18653/v1/2023.acl-industry.16 https://aclanthology.org/2023.acl-industry.16/ 2023-07 149 158 Entity Contrastive Learning in a Large-Scale Virtual Assistant System Jonathan Rubin author Jason Crowley author George Leung author Morteza Ziyadi author Maria Minakova author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication rubin-etal-2023-entity 10.18653/v1/2023.acl-industry.17 https://aclanthology.org/2023.acl-industry.17/ 2023-07 159 171 Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog Kewei Cheng author Xian Li author Zhengyang Wang author Chenwei Zhang author Binxuan Huang author Yifan Ethan Xu author Xin Luna Dong author Yizhou Sun author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication cheng-etal-2023-tab 10.18653/v1/2023.acl-industry.18 https://aclanthology.org/2023.acl-industry.18/ 2023-07 172 185 Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs Abishek Komma author Nagesh Panyam Chandrasekarasastry author Timothy Leffel author Anuj Goyal author Angeliki Metallinou author Spyros Matsoukas author Aram Galstyan author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication komma-etal-2023-toward 10.18653/v1/2023.acl-industry.19 https://aclanthology.org/2023.acl-industry.19/ 2023-07 186 195 Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports Chuang Liu author Junzhuo Li author Deyi Xiong author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication liu-etal-2023-tab 10.18653/v1/2023.acl-industry.20 https://aclanthology.org/2023.acl-industry.20/ 2023-07 196 207 KoSBI: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Applications Hwaran Lee author Seokhee Hong author Joonsuk Park author Takyoung Kim author Gunhee Kim author Jung-woo Ha author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication lee-etal-2023-kosbi 10.18653/v1/2023.acl-industry.21 https://aclanthology.org/2023.acl-industry.21/ 2023-07 208 224 Improving Knowledge Production Efficiency With Question Answering on Conversation Changlin Yang author Siye Liu author Sen Hu author Wangshu Zhang author Teng Xu author Jing Zheng author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication yang-etal-2023-improving 10.18653/v1/2023.acl-industry.22 https://aclanthology.org/2023.acl-industry.22/ 2023-07 225 234 Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses Donato Crisostomi author Andrea Caciolai author Alessandro Pedrani author Kay Rottmann author Alessandro Manzotti author Enrico Palumbo author Davide Bernardi author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication crisostomi-etal-2023-mitigating 10.18653/v1/2023.acl-industry.23 https://aclanthology.org/2023.acl-industry.23/ 2023-07 235 247 The economic trade-offs of large language models: A case study Kristen Howell author Gwen Christian author Pavel Fomitchov author Gitit Kehat author Julianne Marzulla author Leanne Rolston author Jadin Tredup author Ilana Zimmerman author Ethan Selfridge author Joseph Bradley author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication howell-etal-2023-distilled 10.18653/v1/2023.acl-industry.24 https://aclanthology.org/2023.acl-industry.24/ 2023-07 248 267 Application-Agnostic Language Modeling for On-Device ASR Markus Nussbaum-thom author Lyan Verwimp author Youssef Oualil author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication nussbaum-thom-etal-2023-application 10.18653/v1/2023.acl-industry.25 https://aclanthology.org/2023.acl-industry.25/ 2023-07 268 275 Building Accurate Low Latency ASR for Streaming Voice Search in E-commerce Abhinav Goyal author Nikesh Garera author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication goyal-garera-2023-building 10.18653/v1/2023.acl-industry.26 https://aclanthology.org/2023.acl-industry.26/ 2023-07 276 283 PLAtE: A Large-scale Dataset for List Page Web Extraction Aidan San author Yuan Zhuang author Jan Bakus author Colin Lockard author David Ciemiewicz author Sandeep Atluri author Kevin Small author Yangfeng Ji author Heba Elfardy author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication san-etal-2023-plate 10.18653/v1/2023.acl-industry.27 https://aclanthology.org/2023.acl-industry.27/ 2023-07 284 294 Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed Bingyan Liu author Weifeng Lin author Zhongjie Duan author Chengyu Wang author Wu Ziheng author Zhang Zipeng author Kui Jia author Lianwen Jin author Cen Chen author Jun Huang author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication liu-etal-2023-rapid 10.18653/v1/2023.acl-industry.28 https://aclanthology.org/2023.acl-industry.28/ 2023-07 295 304 Large Scale Generative Multimodal Attribute Extraction for E-commerce Attributes Anant Khandelwal author Happy Mittal author Shreyas Kulkarni author Deepak Gupta author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication khandelwal-etal-2023-large 10.18653/v1/2023.acl-industry.29 https://aclanthology.org/2023.acl-industry.29/ 2023-07 305 312 Consistent Text Categorization using Data Augmentation in e-Commerce Noa Avigdor author Guy Horowitz author Ariel Raviv author Stav Yanovsky Daye author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication avigdor-etal-2023-consistent 10.18653/v1/2023.acl-industry.30 https://aclanthology.org/2023.acl-industry.30/ 2023-07 313 321 An efficient method for Natural Language Querying on Structured Data Hanoz Bhathena author Aviral Joshi author Prateek Singh author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication bhathena-etal-2023-efficient 10.18653/v1/2023.acl-industry.31 https://aclanthology.org/2023.acl-industry.31/ 2023-07 322 331 Boosting Transformers and Language Models for Clinical Prediction in Immunotherapy Zekai Chen author Mariann Micsinai Balan author Kevin Brown author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication chen-etal-2023-boosting 10.18653/v1/2023.acl-industry.32 https://aclanthology.org/2023.acl-industry.32/ 2023-07 332 340 EvolveMT: an Ensemble MT Engine Improving Itself with Usage Only Kamer Yüksel author Ahmet Gunduz author Mohamed Al-badrashiny author Hassan Sawaf author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication yuksel-etal-2023-evolvemt 10.18653/v1/2023.acl-industry.33 https://aclanthology.org/2023.acl-industry.33/ 2023-07 341 346 A Static Evaluation of Code Completion by Large Language Models Hantian Ding author Varun Kumar author Yuchen Tian author Zijian Wang author Rob Kwiatkowski author Xiaopeng Li author Murali Krishna Ramanathan author Baishakhi Ray author Parminder Bhatia author Sudipta Sengupta author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication ding-etal-2023-static 10.18653/v1/2023.acl-industry.34 https://aclanthology.org/2023.acl-industry.34/ 2023-07 347 360 Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems Sarthak Ahuja author Mohammad Kachuee author Fatemeh Sheikholeslami author Weiqing Liu author Jaeyoung Do author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication ahuja-etal-2023-scalable 10.18653/v1/2023.acl-industry.35 https://aclanthology.org/2023.acl-industry.35/ 2023-07 361 367 MobileNMT: Enabling Translation in 15MB and 30ms Ye Lin author Xiaohui Wang author Zhexi Zhang author Mingxuan Wang author Tong Xiao author Jingbo Zhu author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication lin-etal-2023-mobilenmt 10.18653/v1/2023.acl-industry.36 https://aclanthology.org/2023.acl-industry.36/ 2023-07 368 378 Multi-doc Hybrid Summarization via Salient Representation Learning Min Xiao author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication xiao-2023-multi 10.18653/v1/2023.acl-industry.37 https://aclanthology.org/2023.acl-industry.37/ 2023-07 379 389 SaFER: A Robust and Efficient Framework for Fine-tuning BERT-based Classifier with Noisy Labels Zhenting Qi author Xiaoyu Tan author Chao Qu author Yinghui Xu author Yuan Qi author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication qi-etal-2023-safer 10.18653/v1/2023.acl-industry.38 https://aclanthology.org/2023.acl-industry.38/ 2023-07 390 403 Chemical Language Understanding Benchmark Yunsoo Kim author Hyuk Ko author Jane Lee author Hyun Young Heo author Jinyoung Yang author Sungsoo Lee author Kyu-hwang Lee author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication kim-etal-2023-chemical 10.18653/v1/2023.acl-industry.39 https://aclanthology.org/2023.acl-industry.39/ 2023-07 404 411 HyperT5: Towards Compute-Efficient Korean Language Modeling Dongju Park author Soonwon Ka author Kang Min Yoo author Gichang Lee author Jaewook Kang author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication park-etal-2023-hypert5 10.18653/v1/2023.acl-industry.40 https://aclanthology.org/2023.acl-industry.40/ 2023-07 412 424 Semantic Ambiguity Detection in Sentence Classification using Task-Specific Embeddings Jong Myoung Kim author Young-jun Lee author Sangkeun Jung author Ho-jin Choi author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication kim-etal-2023-semantic 10.18653/v1/2023.acl-industry.41 https://aclanthology.org/2023.acl-industry.41/ 2023-07 425 437 Reliable and Interpretable Drift Detection in Streams of Short Texts Ella Rabinovich author Matan Vetzler author Samuel Ackerman author Ateret Anaby Tavor author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication rabinovich-etal-2023-reliable 10.18653/v1/2023.acl-industry.42 https://aclanthology.org/2023.acl-industry.42/ 2023-07 438 446 Annotating Research Infrastructure in Scientific Papers: An NLP-driven Approach Seyed Amin Tabatabaei author Georgios Cheirmpos author Marius Doornenbal author Alberto Zigoni author Veronique Moore author Georgios Tsatsaronis author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication tabatabaei-etal-2023-annotating 10.18653/v1/2023.acl-industry.44 https://aclanthology.org/2023.acl-industry.44/ 2023-07 457 463 Event-Centric Query Expansion in Web Search Yanan Zhang author Weijie Cui author Yangfan Zhang author Xiaoling Bai author Zhe Zhang author Jin Ma author Xiang Chen author Tianhua Zhou author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication zhang-etal-2023-event 10.18653/v1/2023.acl-industry.45 https://aclanthology.org/2023.acl-industry.45/ 2023-07 464 475 Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization Shansan Gong author Zelin Zhou author Shuo Wang author Fengjiao Chen author Xiujie Song author Xuezhi Cao author Yunsen Xian author Kenny Zhu author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication gong-etal-2023-transferable 10.18653/v1/2023.acl-industry.46 https://aclanthology.org/2023.acl-industry.46/ 2023-07 476 486 DISCOSQA: A Knowledge Base Question Answering System for Space Debris based on Program Induction Paul Darm author Antonio Valerio Miceli Barone author Shay B Cohen author Annalisa Riccardi author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication darm-etal-2023-discosqa 10.18653/v1/2023.acl-industry.47 https://aclanthology.org/2023.acl-industry.47/ 2023-07 487 499 BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting Wei Zhu author Peng Wang author Yuan Ni author Guotong Xie author Xiaoling Wang author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication zhu-etal-2023-badge 10.18653/v1/2023.acl-industry.48 https://aclanthology.org/2023.acl-industry.48/ 2023-07 500 509 K-pop and fake facts: from texts to smart alerting for maritime security Maxime Prieur author Souhir Gahbiche author Guillaume Gadek author Sylvain Gatepaille author Kilian Vasnier author Valerian Justine author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication prieur-etal-2023-k 10.18653/v1/2023.acl-industry.49 https://aclanthology.org/2023.acl-industry.49/ 2023-07 510 517 Evaluating Embedding APIs for Information Retrieval Ehsan Kamalloo author Xinyu Zhang author Odunayo Ogundepo author Nandan Thakur author David Alfonso-hermelo author Mehdi Rezagholizadeh author Jimmy Lin author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication kamalloo-etal-2023-evaluating-embedding 10.18653/v1/2023.acl-industry.50 https://aclanthology.org/2023.acl-industry.50/ 2023-07 518 526 Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform Mateusz Wójcik author Witold Kościukiewicz author Mateusz Baran author Tomasz Kajdanowicz author Adam Gonczarek author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics 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Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication le-etal-2023-reducing 10.18653/v1/2023.acl-industry.53 https://aclanthology.org/2023.acl-industry.53/ 2023-07 552 560 Content Moderation for Evolving Policies using Binary Question Answering Sankha Subhra Mullick author Mohan Bhambhani author Suhit Sinha author Akshat Mathur author Somya Gupta author Jidnya Shah author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication mullick-etal-2023-content 10.18653/v1/2023.acl-industry.54 https://aclanthology.org/2023.acl-industry.54/ 2023-07 561 573 Weighted Contrastive Learning With False 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text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication zhou-etal-2023-unified 10.18653/v1/2023.acl-industry.58 https://aclanthology.org/2023.acl-industry.58/ 2023-07 608 615 Context-Aware Query Rewriting for Improving Users’ Search Experience on E-commerce Websites Simiao Zuo author Qingyu Yin author Haoming Jiang author Shaohui Xi author Bing Yin author Chao Zhang author Tuo Zhao author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication zuo-etal-2023-context 10.18653/v1/2023.acl-industry.59 https://aclanthology.org/2023.acl-industry.59/ 2023-07 616 628 Federated Learning of Gboard Language Models with Differential Privacy Zheng Xu author Yanxiang Zhang author Galen Andrew author Christopher Choquette author Peter Kairouz author Brendan Mcmahan author Jesse Rosenstock author Yuanbo Zhang author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication xu-etal-2023-federated 10.18653/v1/2023.acl-industry.60 https://aclanthology.org/2023.acl-industry.60/ 2023-07 629 639 RadLing: Towards Efficient Radiology Report Understanding Rikhiya Ghosh author Oladimeji Farri author Sanjeev Kumar Karn author Manuela Danu author Ramya Vunikili author Larisa Micu author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication ghosh-etal-2023-radling 10.18653/v1/2023.acl-industry.61 https://aclanthology.org/2023.acl-industry.61/ 2023-07 640 651 Predicting Customer Satisfaction with Soft Labels for Ordinal Classification Etienne Manderscheid author Matthias Lee author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication manderscheid-lee-2023-predicting 10.18653/v1/2023.acl-industry.62 https://aclanthology.org/2023.acl-industry.62/ 2023-07 652 659 Accurate Training of Web-based Question Answering Systems with Feedback from Ranked Users Liang Wang author Ivano Lauriola author Alessandro Moschitti author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication wang-etal-2023-accurate 10.18653/v1/2023.acl-industry.63 https://aclanthology.org/2023.acl-industry.63/ 2023-07 660 667 SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling Sheng Jiang author Su Zhu author Ruisheng Cao author Qingliang Miao author Kai Yu author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication jiang-etal-2023-spm 10.18653/v1/2023.acl-industry.64 https://aclanthology.org/2023.acl-industry.64/ 2023-07 668 675 NAG-NER: a Unified Non-Autoregressive Generation Framework for Various NER Tasks Xinpeng Zhang author Ming Tan author Jingfan Zhang author Wei Zhu author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication zhang-etal-2023-nag 10.18653/v1/2023.acl-industry.65 https://aclanthology.org/2023.acl-industry.65/ 2023-07 676 686 Search Query Spell Correction with Weak Supervision in E-commerce Vishal Kakkar author Chinmay Sharma author Madhura Pande author Surender Kumar author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication kakkar-etal-2023-search 10.18653/v1/2023.acl-industry.66 https://aclanthology.org/2023.acl-industry.66/ 2023-07 687 694 “Let’s not Quote out of Context”: Unified Vision-Language Pretraining for Context Assisted Image Captioning Abisek Rajakumar Kalarani author Pushpak Bhattacharyya author Niyati Chhaya author Sumit Shekhar author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication rajakumar-kalarani-etal-2023-lets 10.18653/v1/2023.acl-industry.67 https://aclanthology.org/2023.acl-industry.67/ 2023-07 695 706 What, When, and How to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue Deuksin Kwon author Sunwoo Lee author Ki Hyun Kim author Seojin Lee author Taeyoon Kim author Eric Davis author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication kwon-etal-2023-ground 10.18653/v1/2023.acl-industry.68 https://aclanthology.org/2023.acl-industry.68/ 2023-07 707 719 CUPID: Curriculum Learning Based Real-Time Prediction using Distillation Arindam Bhattacharya author Ankith Ms author Ankit Gandhi author Vijay Huddar author Atul Saroop author Rahul Bhagat author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication bhattacharya-etal-2023-cupid 10.18653/v1/2023.acl-industry.69 https://aclanthology.org/2023.acl-industry.69/ 2023-07 720 728 Answering Unanswered Questions through Semantic Reformulations in Spoken QA Pedro Faustini author Zhiyu Chen author Besnik Fetahu author Oleg Rokhlenko author Shervin Malmasi author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication faustini-etal-2023-answering 10.18653/v1/2023.acl-industry.70 https://aclanthology.org/2023.acl-industry.70/ 2023-07 729 743 Exploring Zero and Few-shot Techniques for Intent Classification Soham Parikh author Mitul Tiwari author Prashil Tumbade author Quaizar Vohra author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication parikh-etal-2023-exploring 10.18653/v1/2023.acl-industry.71 https://aclanthology.org/2023.acl-industry.71/ 2023-07 744 751 Referring to Screen Texts with Voice Assistants Shruti Bhargava author Anand Dhoot author Ing-marie Jonsson author Hoang Long Nguyen author Alkesh Patel author Hong Yu author Vincent Renkens author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication bhargava-etal-2023-referring 10.18653/v1/2023.acl-industry.72 https://aclanthology.org/2023.acl-industry.72/ 2023-07 752 762 Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search Zhiyu Chen author Jason Choi author Besnik Fetahu author Oleg Rokhlenko author Shervin Malmasi author 2023-07 text Proceedings of the 61st Annual Meeting of the Association 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supervised hierarchical multi-task classification of customer questions Jitenkumar Rana author Promod Yenigalla author Chetan Aggarwal author Sandeep Sricharan Mukku author Manan Soni author Rashmi Patange author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational Linguistics Toronto, Canada conference publication rana-etal-2023-weakly 10.18653/v1/2023.acl-industry.75 https://aclanthology.org/2023.acl-industry.75/ 2023-07 786 793 Automated Digitization of Unstructured Medical Prescriptions Megha Sharma author Tushar Vatsal author Srujana Merugu author Aruna Rajan author 2023-07 text Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track) Sunayana Sitaram editor Beata Beigman Klebanov editor Jason D Williams editor Association for Computational 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