Proceedings of the 28th International Conference on Computational Linguistics: Industry Track

Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor 2020-12 International Committee on Computational Linguistics Online text conference publication coling-2020-international-linguistics-industry https://aclanthology.org/2020.coling-industry.0/ Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models Lizhen Tan author Olga Golovneva author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication tan-golovneva-2020-evaluating 10.18653/v1/2020.coling-industry.1 https://aclanthology.org/2020.coling-industry.1/ 2020-12 1 9 Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems Shailza Jolly author Tobias Falke author Caglar Tirkaz author Daniil Sorokin author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication jolly-etal-2020-data 10.18653/v1/2020.coling-industry.2 https://aclanthology.org/2020.coling-industry.2/ 2020-12 10 20 Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail Utterances Tobias Falke author Markus Boese author Daniil Sorokin author Caglar Tirkaz author Patrick Lehnen author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication falke-etal-2020-leveraging 10.18653/v1/2020.coling-industry.3 https://aclanthology.org/2020.coling-industry.3/ 2020-12 21 32 Query Distillation: BERT-based Distillation for Ensemble Ranking Wangshu Zhang author Junhong Liu author Zujie Wen author Yafang Wang author Gerard de Melo author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication zhang-etal-2020-query 10.18653/v1/2020.coling-industry.4 https://aclanthology.org/2020.coling-industry.4/ 2020-12 33 43 Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems Enrico Palumbo author Andrea Mezzalira author Cristina Marco author Alessandro Manzotti author Daniele Amberti author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication palumbo-etal-2020-semantic 10.18653/v1/2020.coling-industry.5 https://aclanthology.org/2020.coling-industry.5/ 2020-12 44 49 An Empirical Study on Multi-Task Learning for Text Style Transfer and Paraphrase Generation Pawel Bujnowski author Kseniia Ryzhova author Hyungtak Choi author Katarzyna Witkowska author Jaroslaw Piersa author Tymoteusz Krumholc author Katarzyna Beksa author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication bujnowski-etal-2020-empirical 10.18653/v1/2020.coling-industry.6 https://aclanthology.org/2020.coling-industry.6/ 2020-12 50 63 Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data Ankit Arun author Soumya Batra author Vikas Bhardwaj author Ashwini Challa author Pinar Donmez author Peyman Heidari author Hakan Inan author Shashank Jain author Anuj Kumar author Shawn Mei author Karthik Mohan author Michael White author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication arun-etal-2020-best 10.18653/v1/2020.coling-industry.7 https://aclanthology.org/2020.coling-industry.7/ 2020-12 64 77 Interactive Question Clarification in Dialogue via Reinforcement Learning Xiang Hu author Zujie Wen author Yafang Wang author Xiaolong Li author Gerard de Melo author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication hu-etal-2020-interactive 10.18653/v1/2020.coling-industry.8 https://aclanthology.org/2020.coling-industry.8/ 2020-12 78 89 Towards building a Robust Industry-scale Question Answering System Rishav Chakravarti author Anthony Ferritto author Bhavani Iyer author Lin Pan author Radu Florian author Salim Roukos author Avi Sil author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication chakravarti-etal-2020-towards 10.18653/v1/2020.coling-industry.9 https://aclanthology.org/2020.coling-industry.9/ 2020-12 90 101 Delexicalized Paraphrase Generation Boya Yu author Konstantine Arkoudas author Wael Hamza author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication yu-etal-2020-delexicalized 10.18653/v1/2020.coling-industry.10 https://aclanthology.org/2020.coling-industry.10/ 2020-12 102 112 Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention Mingda Li author Xinyue Liu author Weitong Ruan author Luca Soldaini author Wael Hamza author Chengwei Su author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication li-etal-2020-multi 10.18653/v1/2020.coling-industry.11 https://aclanthology.org/2020.coling-industry.11/ 2020-12 113 123 Misspelling Detection from Noisy Product Images Varun Nagaraj Rao author Mingwei Shen author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication nagaraj-rao-shen-2020-misspelling 10.18653/v1/2020.coling-industry.12 https://aclanthology.org/2020.coling-industry.12/ 2020-12 124 135 hinglishNorm - A Corpus of Hindi-English Code Mixed Sentences for Text Normalization Piyush Makhija author Ankit Kumar author Anuj Gupta author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication makhija-etal-2020-hinglishnorm 10.18653/v1/2020.coling-industry.13 https://aclanthology.org/2020.coling-industry.13/ 2020-12 136 145 Assessing Social License to Operate from the Public Discourse on Social Media Chang Xu author Cecile Paris author Ross Sparks author Surya Nepal author Keith VanderLinden author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication xu-etal-2020-assessing 10.18653/v1/2020.coling-industry.14 https://aclanthology.org/2020.coling-industry.14/ 2020-12 146 159 Extreme Model Compression for On-device Natural Language Understanding Kanthashree Mysore Sathyendra author Samridhi Choudhary author Leah Nicolich-Henkin author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication mysore-sathyendra-etal-2020-extreme 10.18653/v1/2020.coling-industry.15 https://aclanthology.org/2020.coling-industry.15/ 2020-12 160 171 Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers Yousef El-Kurdi author Hiroshi Kanayama author Efsun Sarioglu Kayi author Vittorio Castelli author Todd Ward author Radu Florian author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication el-kurdi-etal-2020-scalable 10.18653/v1/2020.coling-industry.16 https://aclanthology.org/2020.coling-industry.16/ 2020-12 172 178 An Industry Evaluation of Embedding-based Entity Alignment Ziheng Zhang author Hualuo Liu author Jiaoyan Chen author Xi Chen author Bo Liu author YueJia Xiang author Yefeng Zheng author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication zhang-etal-2020-industry 10.18653/v1/2020.coling-industry.17 https://aclanthology.org/2020.coling-industry.17/ 2020-12 179 189 Learning Domain Terms - Empirical Methods to Enhance Enterprise Text Analytics Performance Gargi Roy author Lipika Dey author Mohammad Shakir author Tirthankar Dasgupta author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication roy-etal-2020-learning 10.18653/v1/2020.coling-industry.18 https://aclanthology.org/2020.coling-industry.18/ 2020-12 190 201 Model-agnostic Methods for Text Classification with Inherent Noise Kshitij Tayal author Rahul Ghosh author Vipin Kumar author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication tayal-etal-2020-model 10.18653/v1/2020.coling-industry.19 https://aclanthology.org/2020.coling-industry.19/ 2020-12 202 213 ScopeIt: Scoping Task Relevant Sentences in Documents Barun Patra author Vishwas Suryanarayanan author Chala Fufa author Pamela Bhattacharya author Charles Lee author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication patra-etal-2020-scopeit 10.18653/v1/2020.coling-industry.20 https://aclanthology.org/2020.coling-industry.20/ 2020-12 214 227 Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks Zhengyuan Liu author Pavitra Krishnaswamy author Ai Ti Aw author Nancy Chen author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication liu-etal-2020-uncertainty 10.18653/v1/2020.coling-industry.21 https://aclanthology.org/2020.coling-industry.21/ 2020-12 228 235 Regularized Graph Convolutional Networks for Short Text Classification Kshitij Tayal author Nikhil Rao author Saurabh Agarwal author Xiaowei Jia author Karthik Subbian author Vipin Kumar author 2020-12 text Proceedings of the 28th International Conference on Computational Linguistics: Industry Track Ann Clifton editor Courtney Napoles editor International Committee on Computational Linguistics Online conference publication tayal-etal-2020-regularized 10.18653/v1/2020.coling-industry.22 https://aclanthology.org/2020.coling-industry.22/ 2020-12 236 242