Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor 2020-11 Association for Computational Linguistics Online text conference publication emnlp-2020-main 10.18653/v1/2020.emnlp-main.0 https://aclanthology.org/2020.emnlp-main.0/ Detecting Attackable Sentences in Arguments Yohan Jo author Seojin Bang author Emaad Manzoor author Eduard Hovy author Chris Reed author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jo-etal-2020-detecting 10.18653/v1/2020.emnlp-main.1 https://aclanthology.org/2020.emnlp-main.1/ 2020-11 1 23 Extracting Implicitly Asserted Propositions in Argumentation Yohan Jo author Jacky Visser author Chris Reed author Eduard Hovy author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jo-etal-2020-extracting 10.18653/v1/2020.emnlp-main.2 https://aclanthology.org/2020.emnlp-main.2/ 2020-11 24 38 Quantitative argument summarization and beyond: Cross-domain key point analysis Roy Bar-Haim author Yoav Kantor author Lilach Eden author Roni Friedman author Dan Lahav author Noam Slonim author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bar-haim-etal-2020-quantitative 10.18653/v1/2020.emnlp-main.3 https://aclanthology.org/2020.emnlp-main.3/ 2020-11 39 49 Unsupervised stance detection for arguments from consequences Jonathan Kobbe author Ioana Hulpuș author Heiner Stuckenschmidt author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kobbe-etal-2020-unsupervised 10.18653/v1/2020.emnlp-main.4 https://aclanthology.org/2020.emnlp-main.4/ 2020-11 50 60 BLEU might be Guilty but References are not Innocent Markus Freitag author David Grangier author Isaac Caswell author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication freitag-etal-2020-bleu 10.18653/v1/2020.emnlp-main.5 https://aclanthology.org/2020.emnlp-main.5/ 2020-11 61 71 Statistical Power and Translationese in Machine Translation Evaluation Yvette Graham author Barry Haddow author Philipp Koehn author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication graham-etal-2020-statistical 10.18653/v1/2020.emnlp-main.6 https://aclanthology.org/2020.emnlp-main.6/ 2020-11 72 81 Simulated multiple reference training improves low-resource machine translation Huda Khayrallah author Brian Thompson author Matt Post author Philipp Koehn author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication khayrallah-etal-2020-simulated 10.18653/v1/2020.emnlp-main.7 https://aclanthology.org/2020.emnlp-main.7/ 2020-11 82 89 Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing Brian Thompson author Matt Post author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication thompson-post-2020-automatic 10.18653/v1/2020.emnlp-main.8 https://aclanthology.org/2020.emnlp-main.8/ 2020-11 90 121 PRover: Proof Generation for Interpretable Reasoning over Rules Swarnadeep Saha author Sayan Ghosh author Shashank Srivastava author Mohit Bansal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication saha-etal-2020-prover 10.18653/v1/2020.emnlp-main.9 https://aclanthology.org/2020.emnlp-main.9/ 2020-11 122 136 Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering Harsh Jhamtani author Peter Clark author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jhamtani-clark-2020-learning 10.18653/v1/2020.emnlp-main.10 https://aclanthology.org/2020.emnlp-main.10/ 2020-11 137 150 Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering Pratyay Banerjee author Chitta Baral author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication banerjee-baral-2020-self 10.18653/v1/2020.emnlp-main.11 https://aclanthology.org/2020.emnlp-main.11/ 2020-11 151 162 More Bang for Your Buck: Natural Perturbation for Robust Question Answering Daniel Khashabi author Tushar Khot author Ashish Sabharwal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication khashabi-etal-2020-bang 10.18653/v1/2020.emnlp-main.12 https://aclanthology.org/2020.emnlp-main.12/ 2020-11 163 170 A matter of framing: The impact of linguistic formalism on probing results Ilia Kuznetsov author Iryna Gurevych author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kuznetsov-gurevych-2020-matter 10.18653/v1/2020.emnlp-main.13 https://aclanthology.org/2020.emnlp-main.13/ 2020-11 171 182 Information-Theoretic Probing with Minimum Description Length Elena Voita author Ivan Titov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication voita-titov-2020-information 10.18653/v1/2020.emnlp-main.14 https://aclanthology.org/2020.emnlp-main.14/ 2020-11 183 196 Intrinsic Probing through Dimension Selection Lucas Torroba Hennigen author Adina Williams author Ryan Cotterell author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication torroba-hennigen-etal-2020-intrinsic 10.18653/v1/2020.emnlp-main.15 https://aclanthology.org/2020.emnlp-main.15/ 2020-11 197 216 Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) Alex Warstadt author Yian Zhang author Xiaocheng Li author Haokun Liu author Samuel R Bowman author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication warstadt-etal-2020-learning 10.18653/v1/2020.emnlp-main.16 https://aclanthology.org/2020.emnlp-main.16/ 2020-11 217 235 Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference Bang An author Jie Lyu author Zhenyi Wang author Chunyuan Li author Changwei Hu author Fei Tan author Ruiyi Zhang author Yifan Hu author Changyou Chen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication an-etal-2020-repulsive 10.18653/v1/2020.emnlp-main.17 https://aclanthology.org/2020.emnlp-main.17/ 2020-11 236 255 KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations Fabio Massimo Zanzotto author Andrea Santilli author Leonardo Ranaldi author Dario Onorati author Pierfrancesco Tommasino author Francesca Fallucchi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zanzotto-etal-2020-kermit 10.18653/v1/2020.emnlp-main.18 https://aclanthology.org/2020.emnlp-main.18/ 2020-11 256 267 ETC: Encoding Long and Structured Inputs in Transformers Joshua Ainslie author Santiago Ontañón author Chris Alberti author Vaclav Cvicek author Zachary Fisher author Philip Pham author Anirudh Ravula author Sumit Sanghai author Qifan Wang author Li Yang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ainslie-etal-2020-etc 10.18653/v1/2020.emnlp-main.19 https://aclanthology.org/2020.emnlp-main.19/ 2020-11 268 284 Pre-Training Transformers as Energy-Based Cloze Models Kevin Clark author Minh-Thang Luong author Quoc Le author Christopher D Manning author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication clark-etal-2020-pre 10.18653/v1/2020.emnlp-main.20 https://aclanthology.org/2020.emnlp-main.20/ 2020-11 285 294 Calibration of Pre-trained Transformers Shrey Desai author Greg Durrett author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication desai-durrett-2020-calibration 10.18653/v1/2020.emnlp-main.21 https://aclanthology.org/2020.emnlp-main.21/ 2020-11 295 302 Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding Jiaming Shen author Heng Ji author Jiawei Han author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shen-etal-2020-near 10.18653/v1/2020.emnlp-main.22 https://aclanthology.org/2020.emnlp-main.22/ 2020-11 303 313 Multi-Dimensional Gender Bias Classification Emily Dinan author Angela Fan author Ledell Wu author Jason Weston author Douwe Kiela author Adina Williams author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication dinan-etal-2020-multi 10.18653/v1/2020.emnlp-main.23 https://aclanthology.org/2020.emnlp-main.23/ 2020-11 314 331 FIND: Human-in-the-Loop Debugging Deep Text Classifiers Piyawat Lertvittayakumjorn author Lucia Specia author Francesca Toni author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lertvittayakumjorn-etal-2020-find 10.18653/v1/2020.emnlp-main.24 https://aclanthology.org/2020.emnlp-main.24/ 2020-11 332 348 Conversational Document Prediction to Assist Customer Care Agents Jatin Ganhotra author Haggai Roitman author Doron Cohen author Nathaniel Mills author Chulaka Gunasekara author Yosi Mass author Sachindra Joshi author Luis Lastras author David Konopnicki author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ganhotra-etal-2020-conversational 10.18653/v1/2020.emnlp-main.25 https://aclanthology.org/2020.emnlp-main.25/ 2020-11 349 356 Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU Brielen Madureira author David Schlangen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication madureira-schlangen-2020-incremental 10.18653/v1/2020.emnlp-main.26 https://aclanthology.org/2020.emnlp-main.26/ 2020-11 357 374 Augmented Natural Language for Generative Sequence Labeling Ben Athiwaratkun author Cicero Nogueira dos Santos author Jason Krone author Bing Xiang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication athiwaratkun-etal-2020-augmented 10.18653/v1/2020.emnlp-main.27 https://aclanthology.org/2020.emnlp-main.27/ 2020-11 375 385 Dialogue Response Ranking Training with Large-Scale Human Feedback Data Xiang Gao author Yizhe Zhang author Michel Galley author Chris Brockett author Bill Dolan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication gao-etal-2020-dialogue 10.18653/v1/2020.emnlp-main.28 https://aclanthology.org/2020.emnlp-main.28/ 2020-11 386 395 Semantic Evaluation for Text-to-SQL with Distilled Test Suites Ruiqi Zhong author Tao Yu author Dan Klein author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhong-etal-2020-semantic 10.18653/v1/2020.emnlp-main.29 https://aclanthology.org/2020.emnlp-main.29/ 2020-11 396 411 Cross-Thought for Sentence Encoder Pre-training Shuohang Wang author Yuwei Fang author Siqi Sun author Zhe Gan author Yu Cheng author Jingjing Liu author Jing Jiang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-cross 10.18653/v1/2020.emnlp-main.30 https://aclanthology.org/2020.emnlp-main.30/ 2020-11 412 421 AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data Silei Xu author Sina Semnani author Giovanni Campagna author Monica Lam author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xu-etal-2020-autoqa 10.18653/v1/2020.emnlp-main.31 https://aclanthology.org/2020.emnlp-main.31/ 2020-11 422 434 A Spectral Method for Unsupervised Multi-Document Summarization Kexiang Wang author Baobao Chang author Zhifang Sui author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-spectral 10.18653/v1/2020.emnlp-main.32 https://aclanthology.org/2020.emnlp-main.32/ 2020-11 435 445 What Have We Achieved on Text Summarization? Dandan Huang author Leyang Cui author Sen Yang author Guangsheng Bao author Kun Wang author Jun Xie author Yue Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication huang-etal-2020-achieved 10.18653/v1/2020.emnlp-main.33 https://aclanthology.org/2020.emnlp-main.33/ 2020-11 446 469 Q-learning with Language Model for Edit-based Unsupervised Summarization Ryosuke Kohita author Akifumi Wachi author Yang Zhao author Ryuki Tachibana author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kohita-etal-2020-q 10.18653/v1/2020.emnlp-main.34 https://aclanthology.org/2020.emnlp-main.34/ 2020-11 470 484 Friendly Topic Assistant for Transformer Based Abstractive Summarization Zhengjue Wang author Zhibin Duan author Hao Zhang author Chaojie Wang author Long Tian author Bo Chen author Mingyuan Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-friendly 10.18653/v1/2020.emnlp-main.35 https://aclanthology.org/2020.emnlp-main.35/ 2020-11 485 497 Contrastive Distillation on Intermediate Representations for Language Model Compression Siqi Sun author Zhe Gan author Yuwei Fang author Yu Cheng author Shuohang Wang author Jingjing Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sun-etal-2020-contrastive 10.18653/v1/2020.emnlp-main.36 https://aclanthology.org/2020.emnlp-main.36/ 2020-11 498 508 TernaryBERT: Distillation-aware Ultra-low Bit BERT Wei Zhang author Lu Hou author Yichun Yin author Lifeng Shang author Xiao Chen author Xin Jiang author Qun Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-ternarybert 10.18653/v1/2020.emnlp-main.37 https://aclanthology.org/2020.emnlp-main.37/ 2020-11 509 521 Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks Trapit Bansal author Rishikesh Jha author Tsendsuren Munkhdalai author Andrew McCallum author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bansal-etal-2020-self 10.18653/v1/2020.emnlp-main.38 https://aclanthology.org/2020.emnlp-main.38/ 2020-11 522 534 Efficient Meta Lifelong-Learning with Limited Memory Zirui Wang author Sanket Vaibhav Mehta author Barnabas Poczos author Jaime Carbonell author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-efficient 10.18653/v1/2020.emnlp-main.39 https://aclanthology.org/2020.emnlp-main.39/ 2020-11 535 548 Don’t Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings Phillip Keung author Yichao Lu author Julian Salazar author Vikas Bhardwaj author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication keung-etal-2020-dont 10.18653/v1/2020.emnlp-main.40 https://aclanthology.org/2020.emnlp-main.40/ 2020-11 549 554 A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT Masaaki Nagata author Katsuki Chousa author Masaaki Nishino author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication nagata-etal-2020-supervised 10.18653/v1/2020.emnlp-main.41 https://aclanthology.org/2020.emnlp-main.41/ 2020-11 555 565 Accurate Word Alignment Induction from Neural Machine Translation Yun Chen author Yang Liu author Guanhua Chen author Xin Jiang author Qun Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-etal-2020-accurate 10.18653/v1/2020.emnlp-main.42 https://aclanthology.org/2020.emnlp-main.42/ 2020-11 566 576 ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization Shiyue Zhang author Benjamin Frey author Mohit Bansal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-chren 10.18653/v1/2020.emnlp-main.43 https://aclanthology.org/2020.emnlp-main.43/ 2020-11 577 595 Unsupervised Discovery of Implicit Gender Bias Anjalie Field author Yulia Tsvetkov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication field-tsvetkov-2020-unsupervised 10.18653/v1/2020.emnlp-main.44 https://aclanthology.org/2020.emnlp-main.44/ 2020-11 596 608 Condolence and Empathy in Online Communities Naitian Zhou author David Jurgens author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhou-jurgens-2020-condolence 10.18653/v1/2020.emnlp-main.45 https://aclanthology.org/2020.emnlp-main.45/ 2020-11 609 626 An Embedding Model for Estimating Legislative Preferences from the Frequency and Sentiment of Tweets Gregory Spell author Brian Guay author Sunshine Hillygus author Lawrence Carin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication spell-etal-2020-embedding 10.18653/v1/2020.emnlp-main.46 https://aclanthology.org/2020.emnlp-main.46/ 2020-11 627 641 Measuring Information Propagation in Literary Social Networks Matthew Sims author David Bamman author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sims-bamman-2020-measuring 10.18653/v1/2020.emnlp-main.47 https://aclanthology.org/2020.emnlp-main.47/ 2020-11 642 652 Event Extraction by Answering (Almost) Natural Questions Xinya Du author Claire Cardie author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication du-cardie-2020-event 10.18653/v1/2020.emnlp-main.49 https://aclanthology.org/2020.emnlp-main.49/ 2020-11 671 683 Connecting the Dots: Event Graph Schema Induction with Path Language Modeling Manling Li author Qi Zeng author Ying Lin author Kyunghyun Cho author Heng Ji author Jonathan May author Nathanael Chambers author Clare Voss author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-connecting 10.18653/v1/2020.emnlp-main.50 https://aclanthology.org/2020.emnlp-main.50/ 2020-11 684 695 Joint Constrained Learning for Event-Event Relation Extraction Haoyu Wang author Muhao Chen author Hongming Zhang author Dan Roth author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-joint 10.18653/v1/2020.emnlp-main.51 https://aclanthology.org/2020.emnlp-main.51/ 2020-11 696 706 Incremental Event Detection via Knowledge Consolidation Networks Pengfei Cao author Yubo Chen author Jun Zhao author Taifeng Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication cao-etal-2020-incremental 10.18653/v1/2020.emnlp-main.52 https://aclanthology.org/2020.emnlp-main.52/ 2020-11 707 717 Semi-supervised New Event Type Induction and Event Detection Lifu Huang author Heng Ji author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication huang-ji-2020-semi 10.18653/v1/2020.emnlp-main.53 https://aclanthology.org/2020.emnlp-main.53/ 2020-11 718 724 Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph Haozhe Ji author Pei Ke author Shaohan Huang author Furu Wei author Xiaoyan Zhu author Minlie Huang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ji-etal-2020-language 10.18653/v1/2020.emnlp-main.54 https://aclanthology.org/2020.emnlp-main.54/ 2020-11 725 736 Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna author John Wieting author Mohit Iyyer author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication krishna-etal-2020-reformulating 10.18653/v1/2020.emnlp-main.55 https://aclanthology.org/2020.emnlp-main.55/ 2020-11 737 762 De-Biased Court’s View Generation with Causality Yiquan Wu author Kun Kuang author Yating Zhang author Xiaozhong Liu author Changlong Sun author Jun Xiao author Yueting Zhuang author Luo Si author Fei Wu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-de 10.18653/v1/2020.emnlp-main.56 https://aclanthology.org/2020.emnlp-main.56/ 2020-11 763 780 PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation Xinyu Hua author Lu Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hua-wang-2020-pair 10.18653/v1/2020.emnlp-main.57 https://aclanthology.org/2020.emnlp-main.57/ 2020-11 781 793 Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning Lianhui Qin author Vered Shwartz author Peter West author Chandra Bhagavatula author Jena D Hwang author Ronan Le Bras author Antoine Bosselut author Yejin Choi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication qin-etal-2020-back 10.18653/v1/2020.emnlp-main.58 https://aclanthology.org/2020.emnlp-main.58/ 2020-11 794 805 Where Are You? Localization from Embodied Dialog Meera Hahn author Jacob Krantz author Dhruv Batra author Devi Parikh author James Rehg author Stefan Lee author Peter Anderson author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hahn-etal-2020-localization 10.18653/v1/2020.emnlp-main.59 https://aclanthology.org/2020.emnlp-main.59/ 2020-11 806 822 Learning to Represent Image and Text with Denotation Graph Bowen Zhang author Hexiang Hu author Vihan Jain author Eugene Ie author Fei Sha author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-learning-represent 10.18653/v1/2020.emnlp-main.60 https://aclanthology.org/2020.emnlp-main.60/ 2020-11 823 839 Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning Zhiyuan Fang author Tejas Gokhale author Pratyay Banerjee author Chitta Baral author Yezhou Yang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fang-etal-2020-video2commonsense 10.18653/v1/2020.emnlp-main.61 https://aclanthology.org/2020.emnlp-main.61/ 2020-11 840 860 Does my multimodal model learn cross-modal interactions? It’s harder to tell than you might think! Jack Hessel author Lillian Lee author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hessel-lee-2020-multimodal 10.18653/v1/2020.emnlp-main.62 https://aclanthology.org/2020.emnlp-main.62/ 2020-11 861 877 MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering Tejas Gokhale author Pratyay Banerjee author Chitta Baral author Yezhou Yang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication gokhale-etal-2020-mutant 10.18653/v1/2020.emnlp-main.63 https://aclanthology.org/2020.emnlp-main.63/ 2020-11 878 892 Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning Haochen Liu author Wentao Wang author Yiqi Wang author Hui Liu author Zitao Liu author Jiliang Tang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liu-etal-2020-mitigating 10.18653/v1/2020.emnlp-main.64 https://aclanthology.org/2020.emnlp-main.64/ 2020-11 893 903 Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness Hyunwoo Kim author Byeongchang Kim author Gunhee Kim author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kim-etal-2020-will 10.18653/v1/2020.emnlp-main.65 https://aclanthology.org/2020.emnlp-main.65/ 2020-11 904 916 TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Chien-Sheng Wu author Steven C.H. Hoi author Richard Socher author Caiming Xiong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-tod 10.18653/v1/2020.emnlp-main.66 https://aclanthology.org/2020.emnlp-main.66/ 2020-11 917 929 RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling Jun Quan author Shian Zhang author Qian Cao author Zizhong Li author Deyi Xiong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication quan-etal-2020-risawoz 10.18653/v1/2020.emnlp-main.67 https://aclanthology.org/2020.emnlp-main.67/ 2020-11 930 940 Filtering Noisy Dialogue Corpora by Connectivity and Content Relatedness Reina Akama author Sho Yokoi author Jun Suzuki author Kentaro Inui author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication akama-etal-2020-filtering 10.18653/v1/2020.emnlp-main.68 https://aclanthology.org/2020.emnlp-main.68/ 2020-11 941 958 Latent Geographical Factors for Analyzing the Evolution of Dialects in Contact Yugo Murawaki author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication murawaki-2020-latent 10.18653/v1/2020.emnlp-main.69 https://aclanthology.org/2020.emnlp-main.69/ 2020-11 959 976 Predicting Reference: What do Language Models Learn about Discourse Models? Shiva Upadhye author Leon Bergen author Andrew Kehler author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication upadhye-etal-2020-predicting 10.18653/v1/2020.emnlp-main.70 https://aclanthology.org/2020.emnlp-main.70/ 2020-11 977 982 Word class flexibility: A deep contextualized approach Bai Li author Guillaume Thomas author Yang Xu author Frank Rudzicz author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-word 10.18653/v1/2020.emnlp-main.71 https://aclanthology.org/2020.emnlp-main.71/ 2020-11 983 994 Shallow-to-Deep Training for Neural Machine Translation Bei Li author Ziyang Wang author Hui Liu author Yufan Jiang author Quan Du author Tong Xiao author Huizhen Wang author Jingbo Zhu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-shallow 10.18653/v1/2020.emnlp-main.72 https://aclanthology.org/2020.emnlp-main.72/ 2020-11 995 1005 Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation Jason Lee author Raphael Shu author Kyunghyun Cho author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lee-etal-2020-iterative 10.18653/v1/2020.emnlp-main.73 https://aclanthology.org/2020.emnlp-main.73/ 2020-11 1006 1015 Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers Yimeng Wu author Peyman Passban author Mehdi Rezagholizadeh author Qun Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-skip 10.18653/v1/2020.emnlp-main.74 https://aclanthology.org/2020.emnlp-main.74/ 2020-11 1016 1021 Multi-task Learning for Multilingual Neural Machine Translation Yiren Wang author ChengXiang Zhai author Hany Hassan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-multi 10.18653/v1/2020.emnlp-main.75 https://aclanthology.org/2020.emnlp-main.75/ 2020-11 1022 1034 Token-level Adaptive Training for Neural Machine Translation Shuhao Gu author Jinchao Zhang author Fandong Meng author Yang Feng author Wanying Xie author Jie Zhou author Dong Yu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication gu-etal-2020-token 10.18653/v1/2020.emnlp-main.76 https://aclanthology.org/2020.emnlp-main.76/ 2020-11 1035 1046 Multi-Unit Transformers for Neural Machine Translation Jianhao Yan author Fandong Meng author Jie Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yan-etal-2020-multi 10.18653/v1/2020.emnlp-main.77 https://aclanthology.org/2020.emnlp-main.77/ 2020-11 1047 1059 On the Sparsity of Neural Machine Translation Models Yong Wang author Longyue Wang author Victor Li author Zhaopeng Tu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-sparsity 10.18653/v1/2020.emnlp-main.78 https://aclanthology.org/2020.emnlp-main.78/ 2020-11 1060 1066 Incorporating a Local Translation Mechanism into Non-autoregressive Translation Xiang Kong author Zhisong Zhang author Eduard Hovy author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kong-etal-2020-incorporating 10.18653/v1/2020.emnlp-main.79 https://aclanthology.org/2020.emnlp-main.79/ 2020-11 1067 1073 Self-Paced Learning for Neural Machine Translation Yu Wan author Baosong Yang author Derek F Wong author Yikai Zhou author Lidia S Chao author Haibo Zhang author Boxing Chen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wan-etal-2020-self 10.18653/v1/2020.emnlp-main.80 https://aclanthology.org/2020.emnlp-main.80/ 2020-11 1074 1080 Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation Pei Zhang author Boxing Chen author Niyu Ge author Kai Fan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-long 10.18653/v1/2020.emnlp-main.81 https://aclanthology.org/2020.emnlp-main.81/ 2020-11 1081 1087 Generating Diverse Translation from Model Distribution with Dropout Xuanfu Wu author Yang Feng author Chenze Shao author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-generating 10.18653/v1/2020.emnlp-main.82 https://aclanthology.org/2020.emnlp-main.82/ 2020-11 1088 1097 Non-Autoregressive Machine Translation with Latent Alignments Chitwan Saharia author William Chan author Saurabh Saxena author Mohammad Norouzi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication saharia-etal-2020-non 10.18653/v1/2020.emnlp-main.83 https://aclanthology.org/2020.emnlp-main.83/ 2020-11 1098 1108 Look at the First Sentence: Position Bias in Question Answering Miyoung Ko author Jinhyuk Lee author Hyunjae Kim author Gangwoo Kim author Jaewoo Kang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ko-etal-2020-look 10.18653/v1/2020.emnlp-main.84 https://aclanthology.org/2020.emnlp-main.84/ 2020-11 1109 1121 ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning Michael Boratko author Xiang Lorraine Li author Tim O’Gorman author Rajarshi Das author Dan Le author Andrew McCallum author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication boratko-etal-2020-protoqa 10.18653/v1/2020.emnlp-main.85 https://aclanthology.org/2020.emnlp-main.85/ 2020-11 1122 1136 IIRC: A Dataset of Incomplete Information Reading Comprehension Questions James Ferguson author Matt Gardner author Hannaneh Hajishirzi author Tushar Khot author Pradeep Dasigi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ferguson-etal-2020-iirc 10.18653/v1/2020.emnlp-main.86 https://aclanthology.org/2020.emnlp-main.86/ 2020-11 1137 1147 Unsupervised Adaptation of Question Answering Systems via Generative Self-training Steven Rennie author Etienne Marcheret author Neil Mallinar author David Nahamoo author Vaibhava Goel author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication rennie-etal-2020-unsupervised 10.18653/v1/2020.emnlp-main.87 https://aclanthology.org/2020.emnlp-main.87/ 2020-11 1148 1157 TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions Qiang Ning author Hao Wu author Rujun Han author Nanyun Peng author Matt Gardner author Dan Roth author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ning-etal-2020-torque 10.18653/v1/2020.emnlp-main.88 https://aclanthology.org/2020.emnlp-main.88/ 2020-11 1158 1172 ToTTo: A Controlled Table-To-Text Generation Dataset Ankur Parikh author Xuezhi Wang author Sebastian Gehrmann author Manaal Faruqui author Bhuwan Dhingra author Diyi Yang author Dipanjan Das author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication parikh-etal-2020-totto 10.18653/v1/2020.emnlp-main.89 https://aclanthology.org/2020.emnlp-main.89/ 2020-11 1173 1186 ENT-DESC: Entity Description Generation by Exploring Knowledge Graph Liying Cheng author Dekun Wu author Lidong Bing author Yan Zhang author Zhanming Jie author Wei Lu author Luo Si author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication cheng-etal-2020-ent 10.18653/v1/2020.emnlp-main.90 https://aclanthology.org/2020.emnlp-main.90/ 2020-11 1187 1197 Small but Mighty: New Benchmarks for Split and Rephrase Li Zhang author Huaiyu Zhu author Siddhartha Brahma author Yunyao Li author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-small 10.18653/v1/2020.emnlp-main.91 https://aclanthology.org/2020.emnlp-main.91/ 2020-11 1198 1205 Online Back-Parsing for AMR-to-Text Generation Xuefeng Bai author Linfeng Song author Yue Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bai-etal-2020-online 10.18653/v1/2020.emnlp-main.92 https://aclanthology.org/2020.emnlp-main.92/ 2020-11 1206 1219 Reading Between the Lines: Exploring Infilling in Visual Narratives Khyathi Raghavi Chandu author Ruo-Ping Dong author Alan W Black author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chandu-etal-2020-reading 10.18653/v1/2020.emnlp-main.93 https://aclanthology.org/2020.emnlp-main.93/ 2020-11 1220 1229 Acrostic Poem Generation Rajat Agarwal author Katharina Kann author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication agarwal-kann-2020-acrostic 10.18653/v1/2020.emnlp-main.94 https://aclanthology.org/2020.emnlp-main.94/ 2020-11 1230 1240 Local Additivity Based Data Augmentation for Semi-supervised NER Jiaao Chen author Zhenghui Wang author Ran Tian author Zichao Yang author Diyi Yang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-etal-2020-local 10.18653/v1/2020.emnlp-main.95 https://aclanthology.org/2020.emnlp-main.95/ 2020-11 1241 1251 Grounded Compositional Outputs for Adaptive Language Modeling Nikolaos Pappas author Phoebe Mulcaire author Noah A Smith author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication pappas-etal-2020-grounded 10.18653/v1/2020.emnlp-main.96 https://aclanthology.org/2020.emnlp-main.96/ 2020-11 1252 1267 SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness Nathan Ng author Kyunghyun Cho author Marzyeh Ghassemi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ng-etal-2020-ssmba 10.18653/v1/2020.emnlp-main.97 https://aclanthology.org/2020.emnlp-main.97/ 2020-11 1268 1283 SetConv: A New Approach for Learning from Imbalanced Data Yang Gao author Yi-Fan Li author Yu Lin author Charu Aggarwal author Latifur Khan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication gao-etal-2020-setconv 10.18653/v1/2020.emnlp-main.98 https://aclanthology.org/2020.emnlp-main.98/ 2020-11 1284 1294 Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering Yanlin Feng author Xinyue Chen author Bill Yuchen Lin author Peifeng Wang author Jun Yan author Xiang Ren author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication feng-etal-2020-scalable 10.18653/v1/2020.emnlp-main.99 https://aclanthology.org/2020.emnlp-main.99/ 2020-11 1295 1309 Improving Bilingual Lexicon Induction for Low Frequency Words Jiaji Huang author Xingyu Cai author Kenneth Church author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication huang-etal-2020-improving 10.18653/v1/2020.emnlp-main.100 https://aclanthology.org/2020.emnlp-main.100/ 2020-11 1310 1314 Learning VAE-LDA Models with Rounded Reparameterization Trick Runzhi Tian author Yongyi Mao author Richong Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tian-etal-2020-learning 10.18653/v1/2020.emnlp-main.101 https://aclanthology.org/2020.emnlp-main.101/ 2020-11 1315 1325 Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data Lingkai Kong author Haoming Jiang author Yuchen Zhuang author Jie Lyu author Tuo Zhao author Chao Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kong-etal-2020-calibrated 10.18653/v1/2020.emnlp-main.102 https://aclanthology.org/2020.emnlp-main.102/ 2020-11 1326 1340 Scaling Hidden Markov Language Models Justin Chiu author Alexander Rush author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chiu-rush-2020-scaling 10.18653/v1/2020.emnlp-main.103 https://aclanthology.org/2020.emnlp-main.103/ 2020-11 1341 1349 Coding Textual Inputs Boosts the Accuracy of Neural Networks Abdul Rafae Khan author Jia Xu author Weiwei Sun author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication khan-etal-2020-coding 10.18653/v1/2020.emnlp-main.104 https://aclanthology.org/2020.emnlp-main.104/ 2020-11 1350 1360 Learning from Task Descriptions Orion Weller author Nicholas Lourie author Matt Gardner author Matthew E Peters author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication weller-etal-2020-learning 10.18653/v1/2020.emnlp-main.105 https://aclanthology.org/2020.emnlp-main.105/ 2020-11 1361 1375 Hashtags, Emotions, and Comments: A Large-Scale Dataset to Understand Fine-Grained Social Emotions to Online Topics Keyang Ding author Jing Li author Yuji Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ding-etal-2020-hashtags 10.18653/v1/2020.emnlp-main.106 https://aclanthology.org/2020.emnlp-main.106/ 2020-11 1376 1382 Named Entity Recognition for Social Media Texts with Semantic Augmentation Yuyang Nie author Yuanhe Tian author Xiang Wan author Yan Song author Bo Dai author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication nie-etal-2020-named 10.18653/v1/2020.emnlp-main.107 https://aclanthology.org/2020.emnlp-main.107/ 2020-11 1383 1391 Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations Jianfei Yu author Jing Jiang author Ling Min Serena Khoo author Hai Leong Chieu author Rui Xia author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yu-etal-2020-coupled 10.18653/v1/2020.emnlp-main.108 https://aclanthology.org/2020.emnlp-main.108/ 2020-11 1392 1401 On the Reliability and Validity of Detecting Approval of Political Actors in Tweets Indira Sen author Fabian Flöck author Claudia Wagner author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sen-etal-2020-reliability 10.18653/v1/2020.emnlp-main.110 https://aclanthology.org/2020.emnlp-main.110/ 2020-11 1413 1426 Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text Dongfang Li author Baotian Hu author Qingcai Chen author Weihua Peng author Anqi Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-towards 10.18653/v1/2020.emnlp-main.111 https://aclanthology.org/2020.emnlp-main.111/ 2020-11 1427 1438 Generating Radiology Reports via Memory-driven Transformer Zhihong Chen author Yan Song author Tsung-Hui Chang author Xiang Wan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-etal-2020-generating 10.18653/v1/2020.emnlp-main.112 https://aclanthology.org/2020.emnlp-main.112/ 2020-11 1439 1449 Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection Jingfeng Yang author Diyi Yang author Zhaoran Ma author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yang-etal-2020-planning 10.18653/v1/2020.emnlp-main.113 https://aclanthology.org/2020.emnlp-main.113/ 2020-11 1450 1460 Predicting Clinical Trial Results by Implicit Evidence Integration Qiao Jin author Chuanqi Tan author Mosha Chen author Xiaozhong Liu author Songfang Huang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jin-etal-2020-predicting 10.18653/v1/2020.emnlp-main.114 https://aclanthology.org/2020.emnlp-main.114/ 2020-11 1461 1477 Explainable Clinical Decision Support from Text Jinyue Feng author Chantal Shaib author Frank Rudzicz author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication feng-etal-2020-explainable 10.18653/v1/2020.emnlp-main.115 https://aclanthology.org/2020.emnlp-main.115/ 2020-11 1478 1489 A Knowledge-driven Generative Model for Multi-implication Chinese Medical Procedure Entity Normalization Jinghui Yan author Yining Wang author Lu Xiang author Yu Zhou author Chengqing Zong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yan-etal-2020-knowledge 10.18653/v1/2020.emnlp-main.116 https://aclanthology.org/2020.emnlp-main.116/ 2020-11 1490 1499 Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT Akshay Smit author Saahil Jain author Pranav Rajpurkar author Anuj Pareek author Andrew Ng author Matthew Lungren author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication smit-etal-2020-combining 10.18653/v1/2020.emnlp-main.117 https://aclanthology.org/2020.emnlp-main.117/ 2020-11 1500 1519 Benchmarking Meaning Representations in Neural Semantic Parsing Jiaqi Guo author Qian Liu author Jian-Guang Lou author Zhenwen Li author Xueqing Liu author Tao Xie author Ting Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication guo-etal-2020-benchmarking-meaning 10.18653/v1/2020.emnlp-main.118 https://aclanthology.org/2020.emnlp-main.118/ 2020-11 1520 1540 Analogous Process Structure Induction for Sub-event Sequence Prediction Hongming Zhang author Muhao Chen author Haoyu Wang author Yangqiu Song author Dan Roth author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-analogous 10.18653/v1/2020.emnlp-main.119 https://aclanthology.org/2020.emnlp-main.119/ 2020-11 1541 1550 SLM: Learning a Discourse Language Representation with Sentence Unshuffling Haejun Lee author Drew A Hudson author Kangwook Lee author Christopher D Manning author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lee-etal-2020-slm 10.18653/v1/2020.emnlp-main.120 https://aclanthology.org/2020.emnlp-main.120/ 2020-11 1551 1562 Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank Eleftheria Briakou author Marine Carpuat author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication briakou-carpuat-2020-detecting 10.18653/v1/2020.emnlp-main.121 https://aclanthology.org/2020.emnlp-main.121/ 2020-11 1563 1580 A Bilingual Generative Transformer for Semantic Sentence Embedding John Wieting author Graham Neubig author Taylor Berg-Kirkpatrick author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wieting-etal-2020-bilingual 10.18653/v1/2020.emnlp-main.122 https://aclanthology.org/2020.emnlp-main.122/ 2020-11 1581 1594 Semantically Inspired AMR Alignment for the Portuguese Language Rafael Anchiêta author Thiago Pardo author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication anchieta-pardo-2020-semantically 10.18653/v1/2020.emnlp-main.123 https://aclanthology.org/2020.emnlp-main.123/ 2020-11 1595 1600 An Unsupervised Sentence Embedding Method by Mutual Information Maximization Yan Zhang author Ruidan He author Zuozhu Liu author Kwan Hui Lim author Lidong Bing author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-unsupervised 10.18653/v1/2020.emnlp-main.124 https://aclanthology.org/2020.emnlp-main.124/ 2020-11 1601 1610 Compositional Phrase Alignment and Beyond Yuki Arase author Jun’ichi Tsujii author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication arase-tsujii-2020-compositional 10.18653/v1/2020.emnlp-main.125 https://aclanthology.org/2020.emnlp-main.125/ 2020-11 1611 1623 Table Fact Verification with Structure-Aware Transformer Hongzhi Zhang author Yingyao Wang author Sirui Wang author Xuezhi Cao author Fuzheng Zhang author Zhongyuan Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-table 10.18653/v1/2020.emnlp-main.126 https://aclanthology.org/2020.emnlp-main.126/ 2020-11 1624 1629 Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng author Runxin Xu author Baobao Chang author Lei Li author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zeng-etal-2020-double 10.18653/v1/2020.emnlp-main.127 https://aclanthology.org/2020.emnlp-main.127/ 2020-11 1630 1640 Event Extraction as Machine Reading Comprehension Jian Liu author Yubo Chen author Kang Liu author Wei Bi author Xiaojiang Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liu-etal-2020-event 10.18653/v1/2020.emnlp-main.128 https://aclanthology.org/2020.emnlp-main.128/ 2020-11 1641 1651 MAVEN: A Massive General Domain Event Detection Dataset Xiaozhi Wang author Ziqi Wang author Xu Han author Wangyi Jiang author Rong Han author Zhiyuan Liu author Juanzi Li author Peng Li author Yankai Lin author Jie Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-maven 10.18653/v1/2020.emnlp-main.129 https://aclanthology.org/2020.emnlp-main.129/ 2020-11 1652 1671 Knowledge Graph Alignment with Entity-Pair Embedding Zhichun Wang author Jinjian Yang author Xiaoju Ye author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-knowledge-graph 10.18653/v1/2020.emnlp-main.130 https://aclanthology.org/2020.emnlp-main.130/ 2020-11 1672 1680 Adaptive Attentional Network for Few-Shot Knowledge Graph Completion Jiawei Sheng author Shu Guo author Zhenyu Chen author Juwei Yue author Lihong Wang author Tingwen Liu author Hongbo Xu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sheng-etal-2020-adaptive 10.18653/v1/2020.emnlp-main.131 https://aclanthology.org/2020.emnlp-main.131/ 2020-11 1681 1691 Pre-training Entity Relation Encoder with Intra-span and Inter-span Information Yijun Wang author Changzhi Sun author Yuanbin Wu author Junchi Yan author Peng Gao author Guotong Xie author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-pre 10.18653/v1/2020.emnlp-main.132 https://aclanthology.org/2020.emnlp-main.132/ 2020-11 1692 1705 Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Jue Wang author Wei Lu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-lu-2020-two 10.18653/v1/2020.emnlp-main.133 https://aclanthology.org/2020.emnlp-main.133/ 2020-11 1706 1721 Beyond [CLS] through Ranking by Generation Cicero Nogueira dos Santos author Xiaofei Ma author Ramesh Nallapati author Zhiheng Huang author Bing Xiang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication nogueira-dos-santos-etal-2020-beyond 10.18653/v1/2020.emnlp-main.134 https://aclanthology.org/2020.emnlp-main.134/ 2020-11 1722 1727 Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! Suzanna Sia author Ayush Dalmia author Sabrina J Mielke author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sia-etal-2020-tired 10.18653/v1/2020.emnlp-main.135 https://aclanthology.org/2020.emnlp-main.135/ 2020-11 1728 1736 Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning Yuning Mao author Yanru Qu author Yiqing Xie author Xiang Ren author Jiawei Han author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication mao-etal-2020-multi 10.18653/v1/2020.emnlp-main.136 https://aclanthology.org/2020.emnlp-main.136/ 2020-11 1737 1751 Improving Neural Topic Models using Knowledge Distillation Alexander Hoyle author Pranav Goel author Philip Resnik author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hoyle-etal-2020-improving 10.18653/v1/2020.emnlp-main.137 https://aclanthology.org/2020.emnlp-main.137/ 2020-11 1752 1771 Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder Xiaobao Wu author Chunping Li author Yan Zhu author Yishu Miao author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-short 10.18653/v1/2020.emnlp-main.138 https://aclanthology.org/2020.emnlp-main.138/ 2020-11 1772 1782 Querying Across Genres for Medical Claims in News Chaoyuan Zuo author Narayan Acharya author Ritwik Banerjee author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zuo-etal-2020-querying 10.18653/v1/2020.emnlp-main.139 https://aclanthology.org/2020.emnlp-main.139/ 2020-11 1783 1789 Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction Yansen Wang author Zhen Fan author Carolyn Rose author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-incorporating 10.18653/v1/2020.emnlp-main.140 https://aclanthology.org/2020.emnlp-main.140/ 2020-11 1790 1800 CMU-MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French AmirAli Bagher Zadeh author Yansheng Cao author Simon Hessner author Paul Pu Liang author Soujanya Poria author Louis-Philippe Morency author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bagher-zadeh-etal-2020-cmu 10.18653/v1/2020.emnlp-main.141 https://aclanthology.org/2020.emnlp-main.141/ 2020-11 1801 1812 Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection Shaolei Wang author Zhongyuan Wang author Wanxiang Che author Ting Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-combining 10.18653/v1/2020.emnlp-main.142 https://aclanthology.org/2020.emnlp-main.142/ 2020-11 1813 1822 Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis Yao-Hung Hubert Tsai author Martin Ma author Muqiao Yang author Ruslan Salakhutdinov author Louis-Philippe Morency author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tsai-etal-2020-multimodal 10.18653/v1/2020.emnlp-main.143 https://aclanthology.org/2020.emnlp-main.143/ 2020-11 1823 1833 Multistage Fusion with Forget Gate for Multimodal Summarization in Open-Domain Videos Nayu Liu author Xian Sun author Hongfeng Yu author Wenkai Zhang author Guangluan Xu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural 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Hoi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication le-etal-2020-bist 10.18653/v1/2020.emnlp-main.145 https://aclanthology.org/2020.emnlp-main.145/ 2020-11 1846 1859 UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues Hung Le author Doyen Sahoo author Chenghao Liu author Nancy Chen author Steven C.H. 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Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-maf 10.18653/v1/2020.emnlp-main.159 https://aclanthology.org/2020.emnlp-main.159/ 2020-11 2030 2038 Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents Gregory Yauney author Jack Hessel author David Mimno author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yauney-etal-2020-domain 10.18653/v1/2020.emnlp-main.160 https://aclanthology.org/2020.emnlp-main.160/ 2020-11 2039 2045 HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training Linjie Li author Yen-Chun Chen author Yu Cheng author Zhe Gan author Licheng Yu author Jingjing Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-hero 10.18653/v1/2020.emnlp-main.161 https://aclanthology.org/2020.emnlp-main.161/ 2020-11 2046 2065 Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision Hao Tan author Mohit Bansal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tan-bansal-2020-vokenization 10.18653/v1/2020.emnlp-main.162 https://aclanthology.org/2020.emnlp-main.162/ 2020-11 2066 2080 Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News Reuben Tan author Bryan Plummer author Kate Saenko author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tan-etal-2020-detecting 10.18653/v1/2020.emnlp-main.163 https://aclanthology.org/2020.emnlp-main.163/ 2020-11 2081 2106 Enhancing Aspect Term Extraction with Soft Prototypes Zhuang Chen author Tieyun Qian author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-qian-2020-enhancing 10.18653/v1/2020.emnlp-main.164 https://aclanthology.org/2020.emnlp-main.164/ 2020-11 2107 2117 FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction Dianbo Sui author Yubo Chen author Jun Zhao author Yantao Jia author Yuantao Xie author Weijian Sun author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sui-etal-2020-feded 10.18653/v1/2020.emnlp-main.165 https://aclanthology.org/2020.emnlp-main.165/ 2020-11 2118 2128 Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product Tiangang Zhu author Yue Wang author Haoran Li author Youzheng Wu author Xiaodong He author Bowen Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhu-etal-2020-multimodal 10.18653/v1/2020.emnlp-main.166 https://aclanthology.org/2020.emnlp-main.166/ 2020-11 2129 2139 A Predicate-Function-Argument Annotation of Natural Language for Open-Domain Information eXpression Mingming Sun author Wenyue Hua author Zoey Liu author Xin Wang author Kangjie Zheng author Ping Li author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sun-etal-2020-predicate 10.18653/v1/2020.emnlp-main.167 https://aclanthology.org/2020.emnlp-main.167/ 2020-11 2140 2150 Retrofitting Structure-aware Transformer Language Model for End Tasks Hao Fei author Yafeng Ren author Donghong Ji author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fei-etal-2020-retrofitting 10.18653/v1/2020.emnlp-main.168 https://aclanthology.org/2020.emnlp-main.168/ 2020-11 2151 2161 Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation Yan Zhang author Zhijiang Guo author Zhiyang Teng author Wei Lu author Shay B Cohen author Zuozhu Liu author Lidong Bing author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-lightweight 10.18653/v1/2020.emnlp-main.169 https://aclanthology.org/2020.emnlp-main.169/ 2020-11 2162 2172 If beam search is the answer, what was the question? Clara Meister author Ryan Cotterell author Tim Vieira author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication meister-etal-2020-beam 10.18653/v1/2020.emnlp-main.170 https://aclanthology.org/2020.emnlp-main.170/ 2020-11 2173 2185 Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning Tsvetomila Mihaylova author Vlad Niculae author André F T Martins author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication mihaylova-etal-2020-understanding 10.18653/v1/2020.emnlp-main.171 https://aclanthology.org/2020.emnlp-main.171/ 2020-11 2186 2202 Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing Piotr Szymański author Kyle Gorman author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication szymanski-gorman-2020-best 10.18653/v1/2020.emnlp-main.172 https://aclanthology.org/2020.emnlp-main.172/ 2020-11 2203 2212 Exploring Logically Dependent Multi-task Learning with Causal Inference Wenqing Chen author Jidong Tian author Liqiang Xiao author Hao He author Yaohui Jin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-etal-2020-exploring-logically 10.18653/v1/2020.emnlp-main.173 https://aclanthology.org/2020.emnlp-main.173/ 2020-11 2213 2225 Masking as an Efficient Alternative to Finetuning for Pretrained Language Models Mengjie Zhao author Tao Lin author Fei Mi author Martin Jaggi author Hinrich Schütze author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhao-etal-2020-masking 10.18653/v1/2020.emnlp-main.174 https://aclanthology.org/2020.emnlp-main.174/ 2020-11 2226 2241 Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning Xiaomian Kang author Yang Zhao author Jiajun Zhang author Chengqing Zong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kang-etal-2020-dynamic 10.18653/v1/2020.emnlp-main.175 https://aclanthology.org/2020.emnlp-main.175/ 2020-11 2242 2254 Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation Wenxiang Jiao author Xing Wang author Shilin He author Irwin King author Michael Lyu author Zhaopeng Tu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jiao-etal-2020-data 10.18653/v1/2020.emnlp-main.176 https://aclanthology.org/2020.emnlp-main.176/ 2020-11 2255 2266 Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses Prathyusha Jwalapuram author Shafiq Joty author Youlin Shen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jwalapuram-etal-2020-pronoun 10.18653/v1/2020.emnlp-main.177 https://aclanthology.org/2020.emnlp-main.177/ 2020-11 2267 2279 Learning Adaptive Segmentation Policy for Simultaneous Translation Ruiqing Zhang author Chuanqiang Zhang author Zhongjun He author Hua Wu author Haifeng Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-learning-adaptive 10.18653/v1/2020.emnlp-main.178 https://aclanthology.org/2020.emnlp-main.178/ 2020-11 2280 2289 Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages Zheng Li author Mukul Kumar author William Headden author Bing Yin author Ying Wei author Yu Zhang author Qiang Yang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-learn 10.18653/v1/2020.emnlp-main.179 https://aclanthology.org/2020.emnlp-main.179/ 2020-11 2290 2301 UDapter: Language Adaptation for Truly Universal Dependency Parsing Ahmet Üstün author Arianna Bisazza author Gosse Bouma author Gertjan van Noord author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ustun-etal-2020-udapter 10.18653/v1/2020.emnlp-main.180 https://aclanthology.org/2020.emnlp-main.180/ 2020-11 2302 2315 Uncertainty-Aware Label Refinement for Sequence Labeling Tao Gui author Jiacheng Ye author Qi Zhang author Zhengyan Li author Zichu Fei author Yeyun Gong author Xuanjing Huang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication gui-etal-2020-uncertainty 10.18653/v1/2020.emnlp-main.181 https://aclanthology.org/2020.emnlp-main.181/ 2020-11 2316 2326 Adversarial Attack and Defense of Structured Prediction Models Wenjuan Han author Liwen Zhang author Yong Jiang author Kewei Tu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication han-etal-2020-adversarial 10.18653/v1/2020.emnlp-main.182 https://aclanthology.org/2020.emnlp-main.182/ 2020-11 2327 2338 Position-Aware Tagging for Aspect Sentiment Triplet Extraction Lu Xu author Hao Li author Wei Lu author Lidong Bing author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xu-etal-2020-position 10.18653/v1/2020.emnlp-main.183 https://aclanthology.org/2020.emnlp-main.183/ 2020-11 2339 2349 Simultaneous Machine Translation with Visual Context Ozan Caglayan author Julia Ive author Veneta Haralampieva author Pranava Madhyastha author Loïc Barrault author Lucia Specia author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication caglayan-etal-2020-simultaneous 10.18653/v1/2020.emnlp-main.184 https://aclanthology.org/2020.emnlp-main.184/ 2020-11 2350 2361 XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Maria Ponti author Goran Glavaš author Olga Majewska author Qianchu Liu author Ivan Vulić author Anna Korhonen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ponti-etal-2020-xcopa 10.18653/v1/2020.emnlp-main.185 https://aclanthology.org/2020.emnlp-main.185/ 2020-11 2362 2376 The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures Haim Dubossarsky author Ivan Vulić author Roi Reichart author Anna Korhonen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication dubossarsky-etal-2020-secret 10.18653/v1/2020.emnlp-main.186 https://aclanthology.org/2020.emnlp-main.186/ 2020-11 2377 2390 Bridging Linguistic Typology and Multilingual Machine Translation with Multi-View Language Representations Arturo Oncevay author Barry Haddow author Alexandra Birch author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication oncevay-etal-2020-bridging 10.18653/v1/2020.emnlp-main.187 https://aclanthology.org/2020.emnlp-main.187/ 2020-11 2391 2406 AnswerFact: Fact Checking in Product Question Answering Wenxuan Zhang author Yang Deng author Jing Ma author Wai Lam author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-answerfact 10.18653/v1/2020.emnlp-main.188 https://aclanthology.org/2020.emnlp-main.188/ 2020-11 2407 2417 Context-Aware Answer Extraction in Question Answering Yeon Seonwoo author Ji-Hoon Kim author Jung-Woo Ha author Alice Oh author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication seonwoo-etal-2020-context 10.18653/v1/2020.emnlp-main.189 https://aclanthology.org/2020.emnlp-main.189/ 2020-11 2418 2428 What do Models Learn from Question Answering Datasets? Priyanka Sen author Amir Saffari author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sen-saffari-2020-models 10.18653/v1/2020.emnlp-main.190 https://aclanthology.org/2020.emnlp-main.190/ 2020-11 2429 2438 Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading Yifan Gao author Chien-Sheng Wu author Jingjing Li author Shafiq Joty author Steven C.H. Hoi author Caiming Xiong author Irwin King author Michael Lyu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication gao-etal-2020-discern 10.18653/v1/2020.emnlp-main.191 https://aclanthology.org/2020.emnlp-main.191/ 2020-11 2439 2449 A Method for Building a Commonsense Inference Dataset based on Basic Events Kazumasa Omura author Daisuke Kawahara author Sadao Kurohashi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication omura-etal-2020-method 10.18653/v1/2020.emnlp-main.192 https://aclanthology.org/2020.emnlp-main.192/ 2020-11 2450 2460 Neural Deepfake Detection with Factual Structure of Text Wanjun Zhong author Duyu Tang author Zenan Xu author Ruize Wang author Nan Duan author Ming Zhou author Jiahai Wang author Jian Yin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhong-etal-2020-neural 10.18653/v1/2020.emnlp-main.193 https://aclanthology.org/2020.emnlp-main.193/ 2020-11 2461 2470 MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale Andreas Rücklé author Jonas Pfeiffer author Iryna Gurevych author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ruckle-etal-2020-multicqa 10.18653/v1/2020.emnlp-main.194 https://aclanthology.org/2020.emnlp-main.194/ 2020-11 2471 2486 XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques Rexhina Blloshmi author Rocco Tripodi author Roberto Navigli author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication blloshmi-etal-2020-xl 10.18653/v1/2020.emnlp-main.195 https://aclanthology.org/2020.emnlp-main.195/ 2020-11 2487 2500 Improving AMR Parsing with Sequence-to-Sequence Pre-training Dongqin Xu author Junhui Li author Muhua Zhu author Min Zhang author Guodong Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xu-etal-2020-improving 10.18653/v1/2020.emnlp-main.196 https://aclanthology.org/2020.emnlp-main.196/ 2020-11 2501 2511 Hate-Speech and Offensive Language Detection in Roman Urdu Hammad Rizwan author Muhammad Haroon Shakeel author Asim Karim author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication rizwan-etal-2020-hate 10.18653/v1/2020.emnlp-main.197 https://aclanthology.org/2020.emnlp-main.197/ 2020-11 2512 2522 Suicidal Risk Detection for Military Personnel Sungjoon Park author Kiwoong Park author Jaimeen Ahn author Alice Oh author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication park-etal-2020-suicidal 10.18653/v1/2020.emnlp-main.198 https://aclanthology.org/2020.emnlp-main.198/ 2020-11 2523 2531 Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets Nedjma Ousidhoum author Yangqiu Song author Dit-Yan Yeung author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ousidhoum-etal-2020-comparative 10.18653/v1/2020.emnlp-main.199 https://aclanthology.org/2020.emnlp-main.199/ 2020-11 2532 2542 HENIN: Learning Heterogeneous Neural Interaction Networks for Explainable Cyberbullying Detection on Social Media Hsin-Yu Chen author Cheng-Te Li author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-li-2020-henin 10.18653/v1/2020.emnlp-main.200 https://aclanthology.org/2020.emnlp-main.200/ 2020-11 2543 2552 Reactive Supervision: A New Method for Collecting Sarcasm Data Boaz Shmueli author Lun-Wei Ku author Soumya Ray author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shmueli-etal-2020-reactive 10.18653/v1/2020.emnlp-main.201 https://aclanthology.org/2020.emnlp-main.201/ 2020-11 2553 2559 Self-Induced Curriculum Learning in Self-Supervised Neural Machine Translation Dana Ruiter author Josef van Genabith author Cristina España-Bonet author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ruiter-etal-2020-self 10.18653/v1/2020.emnlp-main.202 https://aclanthology.org/2020.emnlp-main.202/ 2020-11 2560 2571 Towards Reasonably-Sized Character-Level Transformer NMT by Finetuning Subword Systems Jindřich Libovický author Alexander Fraser author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication libovicky-fraser-2020-towards 10.18653/v1/2020.emnlp-main.203 https://aclanthology.org/2020.emnlp-main.203/ 2020-11 2572 2579 Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages Michael A Hedderich author David I Adelani author Dawei Zhu author Jesujoba Alabi author Udia Markus author Dietrich Klakow author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hedderich-etal-2020-transfer 10.18653/v1/2020.emnlp-main.204 https://aclanthology.org/2020.emnlp-main.204/ 2020-11 2580 2591 Translation Quality Estimation by Jointly Learning to Score and Rank Jingyi Zhang author Josef van Genabith author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-van-genabith-2020-translation 10.18653/v1/2020.emnlp-main.205 https://aclanthology.org/2020.emnlp-main.205/ 2020-11 2592 2598 Direct Segmentation Models for Streaming Speech Translation Javier Iranzo-Sánchez author Adrià Giménez Pastor author Joan Albert Silvestre-Cerdà author Pau Baquero-Arnal author Jorge Civera Saiz author Alfons Juan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication iranzo-sanchez-etal-2020-direct 10.18653/v1/2020.emnlp-main.206 https://aclanthology.org/2020.emnlp-main.206/ 2020-11 2599 2611 Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation Tahmid Hasan author Abhik Bhattacharjee author Kazi Samin author Masum Hasan author Madhusudan Basak author M Sohel Rahman author Rifat Shahriyar author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hasan-etal-2020-low 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Association for Computational Linguistics Online conference publication gonzalez-etal-2020-type 10.18653/v1/2020.emnlp-main.209 https://aclanthology.org/2020.emnlp-main.209/ 2020-11 2637 2648 Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information Zehui Lin author Xiao Pan author Mingxuan Wang author Xipeng Qiu author Jiangtao Feng author Hao Zhou author Lei Li author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lin-etal-2020-pre 10.18653/v1/2020.emnlp-main.210 https://aclanthology.org/2020.emnlp-main.210/ 2020-11 2649 2663 Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation Maximiliana Behnke author Kenneth Heafield author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication behnke-heafield-2020-losing 10.18653/v1/2020.emnlp-main.211 https://aclanthology.org/2020.emnlp-main.211/ 2020-11 2664 2674 Towards Enhancing Faithfulness for Neural Machine Translation Rongxiang Weng author Heng Yu author Xiangpeng Wei author Weihua Luo author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication weng-etal-2020-towards 10.18653/v1/2020.emnlp-main.212 https://aclanthology.org/2020.emnlp-main.212/ 2020-11 2675 2684 COMET: A Neural Framework for MT Evaluation Ricardo Rei author Craig Stewart author Ana C Farinha author Alon Lavie author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural 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Shafiq Joty author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication mohiuddin-etal-2020-lnmap 10.18653/v1/2020.emnlp-main.215 https://aclanthology.org/2020.emnlp-main.215/ 2020-11 2712 2723 Uncertainty-Aware Semantic Augmentation for Neural Machine Translation Xiangpeng Wei author Heng Yu author Yue Hu author Rongxiang Weng author Luxi Xing author Weihua Luo author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wei-etal-2020-uncertainty 10.18653/v1/2020.emnlp-main.216 https://aclanthology.org/2020.emnlp-main.216/ 2020-11 2724 2735 Can Automatic Post-Editing Improve NMT? Shamil Chollampatt author Raymond Hendy Susanto author Liling Tan author Ewa Szymanska author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chollampatt-etal-2020-automatic 10.18653/v1/2020.emnlp-main.217 https://aclanthology.org/2020.emnlp-main.217/ 2020-11 2736 2746 Parsing Gapping Constructions Based on Grammatical and Semantic Roles Yoshihide Kato author Shigeki Matsubara author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kato-matsubara-2020-parsing 10.18653/v1/2020.emnlp-main.218 https://aclanthology.org/2020.emnlp-main.218/ 2020-11 2747 2752 Span-based discontinuous constituency parsing: a family of exact chart-based algorithms with time complexities from O(n⌃6) down to O(n⌃3) Caio Corro author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication corro-2020-span 10.18653/v1/2020.emnlp-main.219 https://aclanthology.org/2020.emnlp-main.219/ 2020-11 2753 2764 Some Languages Seem Easier to Parse Because Their Treebanks Leak Anders Søgaard author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sogaard-2020-languages 10.18653/v1/2020.emnlp-main.220 https://aclanthology.org/2020.emnlp-main.220/ 2020-11 2765 2770 Discontinuous Constituent Parsing as Sequence Labeling David Vilares author Carlos Gómez-Rodríguez author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication vilares-gomez-rodriguez-2020-discontinuous 10.18653/v1/2020.emnlp-main.221 https://aclanthology.org/2020.emnlp-main.221/ 2020-11 2771 2785 Modularized Syntactic Neural Networks for Sentence Classification Haiyan Wu author Ying Liu author Shaoyun Shi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-modularized 10.18653/v1/2020.emnlp-main.222 https://aclanthology.org/2020.emnlp-main.222/ 2020-11 2786 2792 TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED Talks Wanqiu Long author Bonnie Webber author Deyi Xiong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication long-etal-2020-ted 10.18653/v1/2020.emnlp-main.223 https://aclanthology.org/2020.emnlp-main.223/ 2020-11 2793 2803 QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines Valentina Pyatkin author Ayal Klein author Reut Tsarfaty author Ido Dagan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication pyatkin-etal-2020-qadiscourse 10.18653/v1/2020.emnlp-main.224 https://aclanthology.org/2020.emnlp-main.224/ 2020-11 2804 2819 Discourse Self-Attention for Discourse Element Identification in Argumentative Student Essays Wei Song author Ziyao Song author Ruiji Fu author Lizhen Liu author Miaomiao Cheng author Ting Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication song-etal-2020-discourse 10.18653/v1/2020.emnlp-main.225 https://aclanthology.org/2020.emnlp-main.225/ 2020-11 2820 2830 MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models Peng Xu author Mostofa Patwary author Mohammad Shoeybi author Raul Puri author Pascale Fung author Anima Anandkumar author Bryan Catanzaro author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xu-etal-2020-megatron 10.18653/v1/2020.emnlp-main.226 https://aclanthology.org/2020.emnlp-main.226/ 2020-11 2831 2845 Incomplete Utterance Rewriting as Semantic Segmentation Qian Liu author Bei Chen author Jian-Guang Lou author Bin Zhou author Dongmei Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liu-etal-2020-incomplete 10.18653/v1/2020.emnlp-main.227 https://aclanthology.org/2020.emnlp-main.227/ 2020-11 2846 2857 Improving Grammatical Error Correction Models with Purpose-Built Adversarial Examples Lihao Wang author Xiaoqing Zheng author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-zheng-2020-improving 10.18653/v1/2020.emnlp-main.228 https://aclanthology.org/2020.emnlp-main.228/ 2020-11 2858 2869 Homophonic Pun Generation with Lexically Constrained Rewriting Zhiwei Yu author Hongyu Zang author Xiaojun Wan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yu-etal-2020-homophonic 10.18653/v1/2020.emnlp-main.229 https://aclanthology.org/2020.emnlp-main.229/ 2020-11 2870 2876 How to Make Neural Natural Language Generation as Reliable as Templates in Task-Oriented Dialogue Henry Elder author Alexander O’Connor author Jennifer Foster author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication elder-etal-2020-make 10.18653/v1/2020.emnlp-main.230 https://aclanthology.org/2020.emnlp-main.230/ 2020-11 2877 2888 Multilingual AMR-to-Text Generation Angela Fan author Claire Gardent author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fan-gardent-2020-multilingual 10.18653/v1/2020.emnlp-main.231 https://aclanthology.org/2020.emnlp-main.231/ 2020-11 2889 2901 Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation Francisco Vargas author Ryan Cotterell author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication vargas-cotterell-2020-exploring 10.18653/v1/2020.emnlp-main.232 https://aclanthology.org/2020.emnlp-main.232/ 2020-11 2902 2913 Lifelong Language Knowledge Distillation Yung-Sung Chuang author Shang-Yu Su author Yun-Nung Chen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chuang-etal-2020-lifelong 10.18653/v1/2020.emnlp-main.233 https://aclanthology.org/2020.emnlp-main.233/ 2020-11 2914 2924 Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models Alexander Terenin author Måns Magnusson author Leif Jonsson author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication terenin-etal-2020-sparse 10.18653/v1/2020.emnlp-main.234 https://aclanthology.org/2020.emnlp-main.234/ 2020-11 2925 2934 Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs Jueqing Lu author Lan Du author Ming Liu author Joanna Dipnall author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lu-etal-2020-multi 10.18653/v1/2020.emnlp-main.235 https://aclanthology.org/2020.emnlp-main.235/ 2020-11 2935 2943 Word Rotator’s Distance Sho Yokoi author Ryo Takahashi author Reina Akama author Jun Suzuki author Kentaro Inui author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yokoi-etal-2020-word 10.18653/v1/2020.emnlp-main.236 https://aclanthology.org/2020.emnlp-main.236/ 2020-11 2944 2960 Disentangle-based Continual Graph Representation Learning Xiaoyu Kou author Yankai Lin author Shaobo Liu author Peng Li author Jie Zhou author Yan Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kou-etal-2020-disentangle 10.18653/v1/2020.emnlp-main.237 https://aclanthology.org/2020.emnlp-main.237/ 2020-11 2961 2972 Semi-Supervised Bilingual Lexicon Induction with Two-way Interaction Xu Zhao author Zihao Wang author Hao Wu author Yong Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhao-etal-2020-semi 10.18653/v1/2020.emnlp-main.238 https://aclanthology.org/2020.emnlp-main.238/ 2020-11 2973 2984 Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains Weijie Yu author Chen Xu author Jun Xu author Liang Pang author Xiaopeng Gao author Xiaozhao Wang author Ji-Rong Wen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yu-etal-2020-wasserstein 10.18653/v1/2020.emnlp-main.239 https://aclanthology.org/2020.emnlp-main.239/ 2020-11 2985 2994 A Simple Approach to Learning Unsupervised Multilingual Embeddings Pratik Jawanpuria author Mayank Meghwanshi author Bamdev Mishra author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jawanpuria-etal-2020-simple 10.18653/v1/2020.emnlp-main.240 https://aclanthology.org/2020.emnlp-main.240/ 2020-11 2995 3001 Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games Subhajit Chaudhury author Daiki Kimura author Kartik Talamadupula author Michiaki Tatsubori author Asim Munawar author Ryuki Tachibana author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chaudhury-etal-2020-bootstrapped 10.18653/v1/2020.emnlp-main.241 https://aclanthology.org/2020.emnlp-main.241/ 2020-11 3002 3008 BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover’s Distance Jianquan Li author Xiaokang Liu author Honghong Zhao author Ruifeng Xu author Min Yang author Yaohong Jin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-bert 10.18653/v1/2020.emnlp-main.242 https://aclanthology.org/2020.emnlp-main.242/ 2020-11 3009 3018 Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking Yexiang Wang author Yi Guo author Siqi Zhu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-slot 10.18653/v1/2020.emnlp-main.243 https://aclanthology.org/2020.emnlp-main.243/ 2020-11 3019 3028 Don’t Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering Yuxiang Wu author Sebastian Riedel author Pasquale Minervini author Pontus Stenetorp author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-dont 10.18653/v1/2020.emnlp-main.244 https://aclanthology.org/2020.emnlp-main.244/ 2020-11 3029 3039 Multi-Step Inference for Reasoning Over Paragraphs Jiangming Liu author Matt Gardner author Shay B Cohen author Mirella Lapata author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liu-etal-2020-multi 10.18653/v1/2020.emnlp-main.245 https://aclanthology.org/2020.emnlp-main.245/ 2020-11 3040 3050 Learning a Cost-Effective Annotation Policy for Question Answering Bernhard Kratzwald author Stefan Feuerriegel author Huan Sun author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kratzwald-etal-2020-learning 10.18653/v1/2020.emnlp-main.246 https://aclanthology.org/2020.emnlp-main.246/ 2020-11 3051 3062 Scene Restoring for Narrative Machine Reading Comprehension Zhixing Tian author Yuanzhe Zhang author Kang Liu author Jun Zhao author Yantao Jia author Zhicheng Sheng author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tian-etal-2020-scene 10.18653/v1/2020.emnlp-main.247 https://aclanthology.org/2020.emnlp-main.247/ 2020-11 3063 3073 A Simple and Effective Model for Answering Multi-span Questions Elad Segal author Avia Efrat author Mor Shoham author Amir Globerson author Jonathan Berant author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication segal-etal-2020-simple 10.18653/v1/2020.emnlp-main.248 https://aclanthology.org/2020.emnlp-main.248/ 2020-11 3074 3080 Top-Rank-Focused Adaptive Vote Collection for the Evaluation of Domain-Specific Semantic Models Pierangelo Lombardo author Alessio Boiardi author Luca Colombo author Angelo Schiavone author Nicolò Tamagnone author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lombardo-etal-2020-top 10.18653/v1/2020.emnlp-main.249 https://aclanthology.org/2020.emnlp-main.249/ 2020-11 3081 3093 Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining Chengyu Wang author Minghui Qiu author Jun Huang author Xiaofeng He author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-meta 10.18653/v1/2020.emnlp-main.250 https://aclanthology.org/2020.emnlp-main.250/ 2020-11 3094 3104 Incorporating Behavioral Hypotheses for Query Generation Ruey-Cheng Chen author Chia-Jung Lee author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-lee-2020-incorporating 10.18653/v1/2020.emnlp-main.251 https://aclanthology.org/2020.emnlp-main.251/ 2020-11 3105 3110 Conditional Causal Relationships between Emotions and Causes in Texts Xinhong Chen author Qing Li author Jianping Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-etal-2020-conditional 10.18653/v1/2020.emnlp-main.252 https://aclanthology.org/2020.emnlp-main.252/ 2020-11 3111 3121 COMETA: A Corpus for Medical Entity Linking in the Social Media Marco Basaldella author Fangyu Liu author Ehsan Shareghi author Nigel Collier author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication basaldella-etal-2020-cometa 10.18653/v1/2020.emnlp-main.253 https://aclanthology.org/2020.emnlp-main.253/ 2020-11 3122 3137 Pareto Probing: Trading Off Accuracy for Complexity Tiago Pimentel author Naomi Saphra author Adina Williams author Ryan Cotterell author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication pimentel-etal-2020-pareto 10.18653/v1/2020.emnlp-main.254 https://aclanthology.org/2020.emnlp-main.254/ 2020-11 3138 3153 Interpretation of NLP models through input marginalization Siwon Kim author Jihun Yi author Eunji Kim author Sungroh Yoon author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kim-etal-2020-interpretation 10.18653/v1/2020.emnlp-main.255 https://aclanthology.org/2020.emnlp-main.255/ 2020-11 3154 3167 Generating Label Cohesive and Well-Formed Adversarial Claims Pepa Atanasova author Dustin Wright author Isabelle Augenstein author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication atanasova-etal-2020-generating 10.18653/v1/2020.emnlp-main.256 https://aclanthology.org/2020.emnlp-main.256/ 2020-11 3168 3177 Are All Good Word Vector Spaces Isomorphic? Ivan Vulić author Sebastian Ruder author Anders Søgaard author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication vulic-etal-2020-good 10.18653/v1/2020.emnlp-main.257 https://aclanthology.org/2020.emnlp-main.257/ 2020-11 3178 3192 Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks Chengyue Jiang author Yinggong Zhao author Shanbo Chu author Libin Shen author Kewei Tu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jiang-etal-2020-cold 10.18653/v1/2020.emnlp-main.258 https://aclanthology.org/2020.emnlp-main.258/ 2020-11 3193 3207 When BERT Plays the Lottery, All Tickets Are Winning Sai Prasanna author Anna Rogers author Anna Rumshisky author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication prasanna-etal-2020-bert 10.18653/v1/2020.emnlp-main.259 https://aclanthology.org/2020.emnlp-main.259/ 2020-11 3208 3229 On the weak link between importance and prunability of attention heads Aakriti Budhraja author Madhura Pande author Preksha Nema author Pratyush Kumar author Mitesh M Khapra author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication budhraja-etal-2020-weak 10.18653/v1/2020.emnlp-main.260 https://aclanthology.org/2020.emnlp-main.260/ 2020-11 3230 3235 Towards Interpreting BERT for Reading Comprehension Based QA Sahana Ramnath author Preksha Nema author Deep Sahni author Mitesh M Khapra author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ramnath-etal-2020-towards 10.18653/v1/2020.emnlp-main.261 https://aclanthology.org/2020.emnlp-main.261/ 2020-11 3236 3242 How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking Nicola De Cao author Michael Sejr Schlichtkrull author Wilker Aziz author Ivan Titov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication de-cao-etal-2020-decisions 10.18653/v1/2020.emnlp-main.262 https://aclanthology.org/2020.emnlp-main.262/ 2020-11 3243 3255 A Diagnostic Study of Explainability Techniques for Text Classification Pepa Atanasova author Jakob Grue Simonsen author Christina Lioma author Isabelle Augenstein author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication atanasova-etal-2020-diagnostic 10.18653/v1/2020.emnlp-main.263 https://aclanthology.org/2020.emnlp-main.263/ 2020-11 3256 3274 STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering Hrituraj Singh author Sumit Shekhar author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication singh-shekhar-2020-stl 10.18653/v1/2020.emnlp-main.264 https://aclanthology.org/2020.emnlp-main.264/ 2020-11 3275 3284 Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering Zujie Liang author Weitao Jiang author Haifeng Hu author Jiaying Zhu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liang-etal-2020-learning 10.18653/v1/2020.emnlp-main.265 https://aclanthology.org/2020.emnlp-main.265/ 2020-11 3285 3292 Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization Zhenjie Zhao author Evangelos Papalexakis author Xiaojuan Ma author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhao-etal-2020-learning 10.18653/v1/2020.emnlp-main.266 https://aclanthology.org/2020.emnlp-main.266/ 2020-11 3293 3298 A Visually-grounded First-person Dialogue Dataset with Verbal and Non-verbal Responses Hisashi Kamezawa author Noriki Nishida author Nobuyuki Shimizu author Takashi Miyazaki author Hideki Nakayama author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kamezawa-etal-2020-visually 10.18653/v1/2020.emnlp-main.267 https://aclanthology.org/2020.emnlp-main.267/ 2020-11 3299 3310 Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings Yue Wang author Jing Li author Michael Lyu author Irwin King author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-cross-media 10.18653/v1/2020.emnlp-main.268 https://aclanthology.org/2020.emnlp-main.268/ 2020-11 3311 3324 VD-BERT: A Unified Vision and Dialog Transformer with BERT Yue Wang author Shafiq Joty author Michael Lyu author Irwin King author Caiming Xiong author Steven C.H. Hoi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-vd 10.18653/v1/2020.emnlp-main.269 https://aclanthology.org/2020.emnlp-main.269/ 2020-11 3325 3338 The Grammar of Emergent Languages Oskar van der Wal author Silvan de Boer author Elia Bruni author Dieuwke Hupkes author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication van-der-wal-etal-2020-grammar 10.18653/v1/2020.emnlp-main.270 https://aclanthology.org/2020.emnlp-main.270/ 2020-11 3339 3359 Sub-Instruction Aware Vision-and-Language Navigation Yicong Hong author Cristian Rodriguez author Qi Wu author Stephen Gould author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hong-etal-2020-sub 10.18653/v1/2020.emnlp-main.271 https://aclanthology.org/2020.emnlp-main.271/ 2020-11 3360 3376 Knowledge-Grounded Dialogue Generation with Pre-trained Language Models Xueliang Zhao author Wei Wu author Can Xu author Chongyang Tao author Dongyan Zhao author Rui Yan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhao-etal-2020-knowledge-grounded 10.18653/v1/2020.emnlp-main.272 https://aclanthology.org/2020.emnlp-main.272/ 2020-11 3377 3390 MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems Zhaojiang Lin author Andrea Madotto author Genta Indra Winata author Pascale Fung author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lin-etal-2020-mintl 10.18653/v1/2020.emnlp-main.273 https://aclanthology.org/2020.emnlp-main.273/ 2020-11 3391 3405 Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation Kang Min Yoo author Hanbit Lee author Franck Dernoncourt author Trung Bui author Walter Chang author Sang-goo Lee author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yoo-etal-2020-variational 10.18653/v1/2020.emnlp-main.274 https://aclanthology.org/2020.emnlp-main.274/ 2020-11 3406 3425 Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation Xiuyi Chen author Fandong Meng author Peng Li author Feilong Chen author Shuang Xu author Bo Xu author Jie Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-etal-2020-bridging 10.18653/v1/2020.emnlp-main.275 https://aclanthology.org/2020.emnlp-main.275/ 2020-11 3426 3437 Counterfactual Off-Policy Training for Neural Dialogue Generation Qingfu Zhu author Wei-Nan Zhang author Ting Liu author William Yang Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhu-etal-2020-counterfactual 10.18653/v1/2020.emnlp-main.276 https://aclanthology.org/2020.emnlp-main.276/ 2020-11 3438 3448 Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data Rongsheng Zhang author Yinhe Zheng author Jianzhi Shao author Xiaoxi Mao author Yadong Xi author Minlie Huang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-dialogue 10.18653/v1/2020.emnlp-main.277 https://aclanthology.org/2020.emnlp-main.277/ 2020-11 3449 3460 Task-Completion Dialogue Policy Learning via Monte Carlo Tree Search with Dueling Network Sihan Wang author Kaijie Zhou author Kunfeng Lai author Jianping Shen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-task 10.18653/v1/2020.emnlp-main.278 https://aclanthology.org/2020.emnlp-main.278/ 2020-11 3461 3471 Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks Yufan Zhao author Can Xu author Wei Wu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhao-etal-2020-learning-simple 10.18653/v1/2020.emnlp-main.279 https://aclanthology.org/2020.emnlp-main.279/ 2020-11 3472 3483 AttnIO: Knowledge Graph Exploration with In-and-Out Attention Flow for Knowledge-Grounded Dialogue Jaehun Jung author Bokyung Son author Sungwon Lyu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jung-etal-2020-attnio 10.18653/v1/2020.emnlp-main.280 https://aclanthology.org/2020.emnlp-main.280/ 2020-11 3484 3497 Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training Wanwei He author Min Yang author Rui Yan author Chengming Li author Ying Shen author Ruifeng Xu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication he-etal-2020-amalgamating 10.18653/v1/2020.emnlp-main.281 https://aclanthology.org/2020.emnlp-main.281/ 2020-11 3498 3507 Task-oriented Domain-specific Meta-Embedding for Text Classification Xin Wu author Yi Cai author Yang Kai author Tao Wang author Qing Li author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-task 10.18653/v1/2020.emnlp-main.282 https://aclanthology.org/2020.emnlp-main.282/ 2020-11 3508 3513 Don’t Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation Daniel Loureiro author Jose Camacho-Collados author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication loureiro-camacho-collados-2020-dont 10.18653/v1/2020.emnlp-main.283 https://aclanthology.org/2020.emnlp-main.283/ 2020-11 3514 3520 Within-Between Lexical Relation Classification Oren Barkan author Avi Caciularu author Ido Dagan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication barkan-etal-2020-within 10.18653/v1/2020.emnlp-main.284 https://aclanthology.org/2020.emnlp-main.284/ 2020-11 3521 3527 With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation Bianca Scarlini author Tommaso Pasini author Roberto Navigli author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication scarlini-etal-2020-contexts 10.18653/v1/2020.emnlp-main.285 https://aclanthology.org/2020.emnlp-main.285/ 2020-11 3528 3539 Convolution over Hierarchical Syntactic and Lexical Graphs for Aspect Level Sentiment Analysis Mi Zhang author Tieyun Qian author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-qian-2020-convolution 10.18653/v1/2020.emnlp-main.286 https://aclanthology.org/2020.emnlp-main.286/ 2020-11 3540 3549 Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis Yuncong Li author Cunxiang Yin author Sheng-hua Zhong author Xu Pan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-multi-instance 10.18653/v1/2020.emnlp-main.287 https://aclanthology.org/2020.emnlp-main.287/ 2020-11 3550 3560 Aspect Sentiment Classification with Aspect-Specific Opinion Spans Lu Xu author Lidong Bing author Wei Lu author Fei Huang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xu-etal-2020-aspect 10.18653/v1/2020.emnlp-main.288 https://aclanthology.org/2020.emnlp-main.288/ 2020-11 3561 3567 Emotion-Cause Pair Extraction as Sequence Labeling Based on A Novel Tagging Scheme Chaofa Yuan author Chuang Fan author Jianzhu Bao author Ruifeng Xu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yuan-etal-2020-emotion 10.18653/v1/2020.emnlp-main.289 https://aclanthology.org/2020.emnlp-main.289/ 2020-11 3568 3573 End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning Zixiang Ding author Rui Xia author Jianfei Yu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ding-etal-2020-end 10.18653/v1/2020.emnlp-main.290 https://aclanthology.org/2020.emnlp-main.290/ 2020-11 3574 3583 Multi-modal Multi-label Emotion Detection with Modality and Label Dependence Dong Zhang author Xincheng Ju author Junhui Li author Shoushan Li author Qiaoming Zhu author Guodong Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-multi 10.18653/v1/2020.emnlp-main.291 https://aclanthology.org/2020.emnlp-main.291/ 2020-11 3584 3593 Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis Xiaoyu Xing author Zhijing Jin author Di Jin author Bingning Wang author Qi Zhang author Xuanjing Huang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xing-etal-2020-tasty 10.18653/v1/2020.emnlp-main.292 https://aclanthology.org/2020.emnlp-main.292/ 2020-11 3594 3605 Modeling Content Importance for Summarization with Pre-trained Language Models Liqiang Xiao author Lu Wang author Hao He author Yaohui Jin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xiao-etal-2020-modeling 10.18653/v1/2020.emnlp-main.293 https://aclanthology.org/2020.emnlp-main.293/ 2020-11 3606 3611 Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning Hanlu Wu author Tengfei Ma author Lingfei Wu author Tariro Manyumwa author Shouling Ji author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-unsupervised 10.18653/v1/2020.emnlp-main.294 https://aclanthology.org/2020.emnlp-main.294/ 2020-11 3612 3621 Neural Extractive Summarization with Hierarchical Attentive Heterogeneous Graph Network Ruipeng Jia author Yanan Cao author Hengzhu Tang author Fang Fang author Cong Cao author Shi Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jia-etal-2020-neural 10.18653/v1/2020.emnlp-main.295 https://aclanthology.org/2020.emnlp-main.295/ 2020-11 3622 3631 Coarse-to-Fine Query Focused Multi-Document Summarization Yumo Xu author Mirella Lapata author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xu-lapata-2020-coarse 10.18653/v1/2020.emnlp-main.296 https://aclanthology.org/2020.emnlp-main.296/ 2020-11 3632 3645 Pre-training for Abstractive Document Summarization by Reinstating Source Text Yanyan Zou author Xingxing Zhang author Wei Lu author Furu Wei author Ming Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zou-etal-2020-pre 10.18653/v1/2020.emnlp-main.297 https://aclanthology.org/2020.emnlp-main.297/ 2020-11 3646 3660 Learning from Context or Names? An Empirical Study on Neural Relation Extraction Hao Peng author Tianyu Gao author Xu Han author Yankai Lin author Peng Li author Zhiyuan Liu author Maosong Sun author Jie Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication peng-etal-2020-learning 10.18653/v1/2020.emnlp-main.298 https://aclanthology.org/2020.emnlp-main.298/ 2020-11 3661 3672 SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction Xuming Hu author Lijie Wen author Yusong Xu author Chenwei Zhang author Philip Yu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hu-etal-2020-selfore 10.18653/v1/2020.emnlp-main.299 https://aclanthology.org/2020.emnlp-main.299/ 2020-11 3673 3682 Denoising Relation Extraction from Document-level Distant Supervision Chaojun Xiao author Yuan Yao author Ruobing Xie author Xu Han author Zhiyuan Liu author Maosong Sun author Fen Lin author Leyu Lin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xiao-etal-2020-denoising 10.18653/v1/2020.emnlp-main.300 https://aclanthology.org/2020.emnlp-main.300/ 2020-11 3683 3688 Let’s Stop Incorrect Comparisons in End-to-end Relation Extraction! Bruno Taillé author Vincent Guigue author Geoffrey Scoutheeten author Patrick Gallinari author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication taille-etal-2020-lets 10.18653/v1/2020.emnlp-main.301 https://aclanthology.org/2020.emnlp-main.301/ 2020-11 3689 3701 Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data Shachar Rosenman author Alon Jacovi author Yoav Goldberg author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication rosenman-etal-2020-exposing 10.18653/v1/2020.emnlp-main.302 https://aclanthology.org/2020.emnlp-main.302/ 2020-11 3702 3710 Global-to-Local Neural Networks for Document-Level Relation Extraction Difeng Wang author Wei Hu author Ermei Cao author Weijian Sun author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-global 10.18653/v1/2020.emnlp-main.303 https://aclanthology.org/2020.emnlp-main.303/ 2020-11 3711 3721 Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations Kai Sun author Richong Zhang author Samuel Mensah author Yongyi Mao author Xudong Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sun-etal-2020-recurrent 10.18653/v1/2020.emnlp-main.304 https://aclanthology.org/2020.emnlp-main.304/ 2020-11 3722 3732 Temporal Knowledge Base Completion: New Algorithms and Evaluation Protocols Prachi Jain author Sushant Rathi author Mausam author Soumen Chakrabarti author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jain-etal-2020-temporal 10.18653/v1/2020.emnlp-main.305 https://aclanthology.org/2020.emnlp-main.305/ 2020-11 3733 3747 OpenIE6: Iterative Grid Labeling and Coordination Analysis for Open Information Extraction Keshav Kolluru author Vaibhav Adlakha author Samarth Aggarwal author Mausam author Soumen Chakrabarti author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kolluru-etal-2020-openie6 10.18653/v1/2020.emnlp-main.306 https://aclanthology.org/2020.emnlp-main.306/ 2020-11 3748 3761 Public Sentiment Drift Analysis Based on Hierarchical Variational Auto-encoder Wenyue Zhang author Xiaoli Li author Yang Li author Suge Wang author Deyu Li author Jian Liao author Jianxing Zheng author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-public 10.18653/v1/2020.emnlp-main.307 https://aclanthology.org/2020.emnlp-main.307/ 2020-11 3762 3767 Point to the Expression: Solving Algebraic Word Problems using the Expression-Pointer Transformer Model Bugeun Kim author Kyung Seo Ki author Donggeon Lee author Gahgene Gweon author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kim-etal-2020-point 10.18653/v1/2020.emnlp-main.308 https://aclanthology.org/2020.emnlp-main.308/ 2020-11 3768 3779 Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems Jinghui Qin author Lihui Lin author Xiaodan Liang author Rumin Zhang author Liang Lin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication qin-etal-2020-semantically 10.18653/v1/2020.emnlp-main.309 https://aclanthology.org/2020.emnlp-main.309/ 2020-11 3780 3789 Neural Topic Modeling by Incorporating Document Relationship Graph Deyu Zhou author Xuemeng Hu author Rui Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhou-etal-2020-neural 10.18653/v1/2020.emnlp-main.310 https://aclanthology.org/2020.emnlp-main.310/ 2020-11 3790 3796 Routing Enforced Generative Model for Recipe Generation Zhiwei Yu author Hongyu Zang author Xiaojun Wan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yu-etal-2020-routing 10.18653/v1/2020.emnlp-main.311 https://aclanthology.org/2020.emnlp-main.311/ 2020-11 3797 3806 Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent Yun-Hsuan Jen author Chieh-Yang Huang author MeiHua Chen author Ting-Hao Huang author Lun-Wei Ku author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jen-etal-2020-assessing 10.18653/v1/2020.emnlp-main.312 https://aclanthology.org/2020.emnlp-main.312/ 2020-11 3807 3817 Selection and Generation: Learning towards Multi-Product Advertisement Post Generation Zhangming Chan author Yuchi Zhang author Xiuying Chen author Shen Gao author Zhiqiang Zhang author Dongyan Zhao author Rui Yan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chan-etal-2020-selection 10.18653/v1/2020.emnlp-main.313 https://aclanthology.org/2020.emnlp-main.313/ 2020-11 3818 3829 Form2Seq : A Framework for Higher-Order Form Structure Extraction Milan Aggarwal author Hiresh Gupta author Mausoom Sarkar author Balaji Krishnamurthy author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication aggarwal-etal-2020-form2seq 10.18653/v1/2020.emnlp-main.314 https://aclanthology.org/2020.emnlp-main.314/ 2020-11 3830 3840 Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble Peerat Limkonchotiwat author Wannaphong Phatthiyaphaibun author Raheem Sarwar author Ekapol Chuangsuwanich author Sarana Nutanong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication limkonchotiwat-etal-2020-domain 10.18653/v1/2020.emnlp-main.315 https://aclanthology.org/2020.emnlp-main.315/ 2020-11 3841 3847 DagoBERT: Generating Derivational Morphology with a Pretrained Language Model Valentin Hofmann author Janet Pierrehumbert author Hinrich Schütze author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hofmann-etal-2020-dagobert 10.18653/v1/2020.emnlp-main.316 https://aclanthology.org/2020.emnlp-main.316/ 2020-11 3848 3861 Attention Is All You Need for Chinese Word Segmentation Sufeng Duan author Hai Zhao author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication duan-zhao-2020-attention 10.18653/v1/2020.emnlp-main.317 https://aclanthology.org/2020.emnlp-main.317/ 2020-11 3862 3872 A Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation Kaiyu Huang author Degen Huang author Zhuang Liu author Fengran Mo author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication huang-etal-2020-joint-multiple 10.18653/v1/2020.emnlp-main.318 https://aclanthology.org/2020.emnlp-main.318/ 2020-11 3873 3882 Alignment-free Cross-lingual Semantic Role Labeling Rui Cai author Mirella Lapata author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication cai-lapata-2020-alignment 10.18653/v1/2020.emnlp-main.319 https://aclanthology.org/2020.emnlp-main.319/ 2020-11 3883 3894 Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection Ruize Wang author Duyu Tang author Nan Duan author Wanjun Zhong author Zhongyu Wei author Xuanjing Huang author Daxin Jiang author Ming Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-leveraging 10.18653/v1/2020.emnlp-main.320 https://aclanthology.org/2020.emnlp-main.320/ 2020-11 3895 3903 X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset Angel Daza author Anette Frank author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication daza-frank-2020-x 10.18653/v1/2020.emnlp-main.321 https://aclanthology.org/2020.emnlp-main.321/ 2020-11 3904 3914 Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling Diego Marcheggiani author Ivan Titov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication marcheggiani-titov-2020-graph 10.18653/v1/2020.emnlp-main.322 https://aclanthology.org/2020.emnlp-main.322/ 2020-11 3915 3928 Fast semantic parsing with well-typedness guarantees Matthias Lindemann author Jonas Groschwitz author Alexander Koller author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lindemann-etal-2020-fast 10.18653/v1/2020.emnlp-main.323 https://aclanthology.org/2020.emnlp-main.323/ 2020-11 3929 3951 Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes Paulo Cavalin author Victor Henrique Alves Ribeiro author Ana Appel author Claudio Pinhanez author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication cavalin-etal-2020-improving 10.18653/v1/2020.emnlp-main.324 https://aclanthology.org/2020.emnlp-main.324/ 2020-11 3952 3961 Supervised Seeded Iterated Learning for Interactive Language Learning Yuchen Lu author Soumye Singhal author Florian Strub author Olivier Pietquin author Aaron Courville author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lu-etal-2020-supervised 10.18653/v1/2020.emnlp-main.325 https://aclanthology.org/2020.emnlp-main.325/ 2020-11 3962 3970 Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems Jan Deriu author Don Tuggener author Pius von Däniken author Jon Ander Campos author Alvaro Rodrigo author Thiziri Belkacem author Aitor Soroa author Eneko Agirre author Mark Cieliebak author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication deriu-etal-2020-spot 10.18653/v1/2020.emnlp-main.326 https://aclanthology.org/2020.emnlp-main.326/ 2020-11 3971 3984 Human-centric dialog training via offline reinforcement learning Natasha Jaques author Judy Hanwen Shen author Asma Ghandeharioun author Craig Ferguson author Agata Lapedriza author Noah Jones author Shixiang Gu author Rosalind Picard author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jaques-etal-2020-human 10.18653/v1/2020.emnlp-main.327 https://aclanthology.org/2020.emnlp-main.327/ 2020-11 3985 4003 Speakers Fill Lexical Semantic Gaps with Context Tiago Pimentel author Rowan Hall Maudslay author Damian Blasi author Ryan Cotterell author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication pimentel-etal-2020-speakers 10.18653/v1/2020.emnlp-main.328 https://aclanthology.org/2020.emnlp-main.328/ 2020-11 4004 4015 Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model Jun Yen Leung author Guy Emerson author Ryan Cotterell author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication leung-etal-2020-investigating 10.18653/v1/2020.emnlp-main.329 https://aclanthology.org/2020.emnlp-main.329/ 2020-11 4016 4028 Surprisal Predicts Code-Switching in Chinese-English Bilingual Text Jesús Calvillo author Le Fang author Jeremy Cole author David Reitter author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication calvillo-etal-2020-surprisal 10.18653/v1/2020.emnlp-main.330 https://aclanthology.org/2020.emnlp-main.330/ 2020-11 4029 4039 Word Frequency Does Not Predict Grammatical Knowledge in Language Models Charles Yu author Ryan Sie author Nicolas Tedeschi author Leon Bergen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yu-etal-2020-word 10.18653/v1/2020.emnlp-main.331 https://aclanthology.org/2020.emnlp-main.331/ 2020-11 4040 4054 Improving Word Sense Disambiguation with Translations Yixing Luan author Bradley Hauer author Lili Mou author Grzegorz Kondrak author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication luan-etal-2020-improving 10.18653/v1/2020.emnlp-main.332 https://aclanthology.org/2020.emnlp-main.332/ 2020-11 4055 4065 Towards Better Context-aware Lexical Semantics:Adjusting Contextualized Representations through Static Anchors Qianchu Liu author Diana McCarthy author Anna Korhonen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liu-etal-2020-towards 10.18653/v1/2020.emnlp-main.333 https://aclanthology.org/2020.emnlp-main.333/ 2020-11 4066 4075 Compositional Demographic Word Embeddings Charles Welch author Jonathan K Kummerfeld author Verónica Pérez-Rosas author Rada Mihalcea author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication welch-etal-2020-compositional 10.18653/v1/2020.emnlp-main.334 https://aclanthology.org/2020.emnlp-main.334/ 2020-11 4076 4089 Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces Albert Webson author Zhizhong Chen author Carsten Eickhoff author Ellie Pavlick author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication webson-etal-2020-undocumented 10.18653/v1/2020.emnlp-main.335 https://aclanthology.org/2020.emnlp-main.335/ 2020-11 4090 4105 Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Jiaao Chen author Diyi Yang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-yang-2020-multi 10.18653/v1/2020.emnlp-main.336 https://aclanthology.org/2020.emnlp-main.336/ 2020-11 4106 4118 Few-Shot Learning for Opinion Summarization Arthur Bražinskas author Mirella Lapata author Ivan Titov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication brazinskas-etal-2020-shot 10.18653/v1/2020.emnlp-main.337 https://aclanthology.org/2020.emnlp-main.337/ 2020-11 4119 4135 Learning to Fuse Sentences with Transformers for Summarization Logan Lebanoff author Franck Dernoncourt author Doo Soon Kim author Lidan Wang author Walter Chang author Fei Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lebanoff-etal-2020-learning 10.18653/v1/2020.emnlp-main.338 https://aclanthology.org/2020.emnlp-main.338/ 2020-11 4136 4142 Stepwise Extractive Summarization and Planning with Structured Transformers Shashi Narayan author Joshua Maynez author Jakub Adamek author Daniele Pighin author Blaz Bratanic author Ryan McDonald author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication narayan-etal-2020-stepwise 10.18653/v1/2020.emnlp-main.339 https://aclanthology.org/2020.emnlp-main.339/ 2020-11 4143 4159 CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval Shuo Sun author Kevin Duh author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sun-duh-2020-clirmatrix 10.18653/v1/2020.emnlp-main.340 https://aclanthology.org/2020.emnlp-main.340/ 2020-11 4160 4170 SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search Sean MacAvaney author Arman Cohan author Nazli Goharian author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication macavaney-etal-2020-sledge 10.18653/v1/2020.emnlp-main.341 https://aclanthology.org/2020.emnlp-main.341/ 2020-11 4171 4179 Modularized Transfomer-based Ranking Framework Luyu Gao author Zhuyun Dai author Jamie Callan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication gao-etal-2020-modularized 10.18653/v1/2020.emnlp-main.342 https://aclanthology.org/2020.emnlp-main.342/ 2020-11 4180 4190 Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2 Yosi Mass author Haggai Roitman author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication mass-roitman-2020-ad 10.18653/v1/2020.emnlp-main.343 https://aclanthology.org/2020.emnlp-main.343/ 2020-11 4191 4197 Adversarial Semantic Collisions Congzheng Song author Alexander Rush author Vitaly Shmatikov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication song-etal-2020-adversarial 10.18653/v1/2020.emnlp-main.344 https://aclanthology.org/2020.emnlp-main.344/ 2020-11 4198 4210 Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification Prithviraj Sen author Marina Danilevsky author Yunyao Li author Siddhartha Brahma author Matthias Boehm author Laura Chiticariu author Rajasekar Krishnamurthy author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sen-etal-2020-learning 10.18653/v1/2020.emnlp-main.345 https://aclanthology.org/2020.emnlp-main.345/ 2020-11 4211 4221 AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Taylor Shin author Yasaman Razeghi author Robert L Logan IV author Eric Wallace author Sameer Singh author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shin-etal-2020-autoprompt 10.18653/v1/2020.emnlp-main.346 https://aclanthology.org/2020.emnlp-main.346/ 2020-11 4222 4235 Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers Hanjie Chen author Yangfeng Ji author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-ji-2020-learning 10.18653/v1/2020.emnlp-main.347 https://aclanthology.org/2020.emnlp-main.347/ 2020-11 4236 4251 Sparse Text Generation Pedro Henrique Martins author Zita Marinho author André F T Martins author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication martins-etal-2020-sparse 10.18653/v1/2020.emnlp-main.348 https://aclanthology.org/2020.emnlp-main.348/ 2020-11 4252 4273 PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking Hannah Rashkin author Asli Celikyilmaz author Yejin Choi author Jianfeng Gao author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication rashkin-etal-2020-plotmachines 10.18653/v1/2020.emnlp-main.349 https://aclanthology.org/2020.emnlp-main.349/ 2020-11 4274 4295 Do sequence-to-sequence VAEs learn global features of sentences? Tom Bosc author Pascal Vincent author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bosc-vincent-2020-sequence 10.18653/v1/2020.emnlp-main.350 https://aclanthology.org/2020.emnlp-main.350/ 2020-11 4296 4318 Content Planning for Neural Story Generation with Aristotelian Rescoring Seraphina Goldfarb-Tarrant author Tuhin Chakrabarty author Ralph Weischedel author Nanyun Peng author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication goldfarb-tarrant-etal-2020-content 10.18653/v1/2020.emnlp-main.351 https://aclanthology.org/2020.emnlp-main.351/ 2020-11 4319 4338 Generating Dialogue Responses from a Semantic Latent Space Wei-Jen Ko author Avik Ray author Yilin Shen author Hongxia Jin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ko-etal-2020-generating 10.18653/v1/2020.emnlp-main.352 https://aclanthology.org/2020.emnlp-main.352/ 2020-11 4339 4349 Refer, Reuse, Reduce: Generating Subsequent References in Visual and Conversational Contexts Ece Takmaz author Mario Giulianelli author Sandro Pezzelle author Arabella Sinclair author Raquel Fernández author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication takmaz-etal-2020-refer 10.18653/v1/2020.emnlp-main.353 https://aclanthology.org/2020.emnlp-main.353/ 2020-11 4350 4368 Visually Grounded Compound PCFGs Yanpeng Zhao author Ivan Titov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhao-titov-2020-visually 10.18653/v1/2020.emnlp-main.354 https://aclanthology.org/2020.emnlp-main.354/ 2020-11 4369 4379 ALICE: Active Learning with Contrastive Natural Language Explanations Weixin Liang author James Zou author Zhou Yu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liang-etal-2020-alice 10.18653/v1/2020.emnlp-main.355 https://aclanthology.org/2020.emnlp-main.355/ 2020-11 4380 4391 Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding Alexander Ku author Peter Anderson author Roma Patel author Eugene Ie author Jason Baldridge author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ku-etal-2020-room 10.18653/v1/2020.emnlp-main.356 https://aclanthology.org/2020.emnlp-main.356/ 2020-11 4392 4412 SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning Tsu-Jui Fu author Xin Wang author Scott Grafton author Miguel Eckstein author William Yang Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fu-etal-2020-sscr 10.18653/v1/2020.emnlp-main.357 https://aclanthology.org/2020.emnlp-main.357/ 2020-11 4413 4422 Identifying Elements Essential for BERT’s Multilinguality Philipp Dufter author Hinrich Schütze author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication dufter-schutze-2020-identifying 10.18653/v1/2020.emnlp-main.358 https://aclanthology.org/2020.emnlp-main.358/ 2020-11 4423 4437 On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment Zirui Wang author Zachary C Lipton author Yulia Tsvetkov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-negative 10.18653/v1/2020.emnlp-main.359 https://aclanthology.org/2020.emnlp-main.359/ 2020-11 4438 4450 Pre-tokenization of Multi-word Expressions in Cross-lingual Word Embeddings Naoki Otani author Satoru Ozaki author Xingyuan Zhao author Yucen Li author Micaelah St Johns author Lori Levin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication otani-etal-2020-pre 10.18653/v1/2020.emnlp-main.360 https://aclanthology.org/2020.emnlp-main.360/ 2020-11 4451 4464 Monolingual Adapters for Zero-Shot Neural Machine Translation Jerin Philip author Alexandre Berard author Matthias Gallé author Laurent Besacier author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication philip-etal-2020-monolingual 10.18653/v1/2020.emnlp-main.361 https://aclanthology.org/2020.emnlp-main.361/ 2020-11 4465 4470 Do Explicit Alignments Robustly Improve Multilingual Encoders? Shijie Wu author Mark Dredze author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-dredze-2020-explicit 10.18653/v1/2020.emnlp-main.362 https://aclanthology.org/2020.emnlp-main.362/ 2020-11 4471 4482 From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers Anne Lauscher author Vinit Ravishankar author Ivan Vulić author Goran Glavaš author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lauscher-etal-2020-zero 10.18653/v1/2020.emnlp-main.363 https://aclanthology.org/2020.emnlp-main.363/ 2020-11 4483 4499 Distilling Multiple Domains for Neural Machine Translation Anna Currey author Prashant Mathur author Georgiana Dinu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication currey-etal-2020-distilling 10.18653/v1/2020.emnlp-main.364 https://aclanthology.org/2020.emnlp-main.364/ 2020-11 4500 4511 Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers author Iryna Gurevych author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication reimers-gurevych-2020-making 10.18653/v1/2020.emnlp-main.365 https://aclanthology.org/2020.emnlp-main.365/ 2020-11 4512 4525 A Streaming Approach For Efficient Batched Beam Search Kevin Yang author Violet Yao author John DeNero author Dan Klein author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yang-etal-2020-streaming 10.18653/v1/2020.emnlp-main.366 https://aclanthology.org/2020.emnlp-main.366/ 2020-11 4526 4535 Improving Multilingual Models with Language-Clustered Vocabularies Hyung Won Chung author Dan Garrette author Kiat Chuan Tan author Jason Riesa author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chung-etal-2020-improving 10.18653/v1/2020.emnlp-main.367 https://aclanthology.org/2020.emnlp-main.367/ 2020-11 4536 4546 Zero-Shot Cross-Lingual Transfer with Meta Learning Farhad Nooralahzadeh author Giannis Bekoulis author Johannes Bjerva author Isabelle Augenstein author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication nooralahzadeh-etal-2020-zero 10.18653/v1/2020.emnlp-main.368 https://aclanthology.org/2020.emnlp-main.368/ 2020-11 4547 4562 The Multilingual Amazon Reviews Corpus Phillip Keung author Yichao Lu author György Szarvas author Noah A Smith author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication keung-etal-2020-multilingual 10.18653/v1/2020.emnlp-main.369 https://aclanthology.org/2020.emnlp-main.369/ 2020-11 4563 4568 GLUCOSE: GeneraLized and COntextualized Story Explanations Nasrin Mostafazadeh author Aditya Kalyanpur author Lori Moon author David Buchanan author Lauren Berkowitz author Or Biran author Jennifer Chu-Carroll author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication mostafazadeh-etal-2020-glucose 10.18653/v1/2020.emnlp-main.370 https://aclanthology.org/2020.emnlp-main.370/ 2020-11 4569 4586 Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT Rik van Noord author Antonio Toral author Johan Bos author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication van-noord-etal-2020-character 10.18653/v1/2020.emnlp-main.371 https://aclanthology.org/2020.emnlp-main.371/ 2020-11 4587 4603 Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition Yun He author Ziwei Zhu author Yin Zhang author Qin Chen author James Caverlee author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication he-etal-2020-infusing 10.18653/v1/2020.emnlp-main.372 https://aclanthology.org/2020.emnlp-main.372/ 2020-11 4604 4614 Unsupervised Commonsense Question Answering with Self-Talk Vered Shwartz author Peter West author Ronan Le Bras author Chandra Bhagavatula author Yejin Choi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shwartz-etal-2020-unsupervised 10.18653/v1/2020.emnlp-main.373 https://aclanthology.org/2020.emnlp-main.373/ 2020-11 4615 4629 Reasoning about Goals, Steps, and Temporal Ordering with WikiHow Li Zhang author Qing Lyu author Chris Callison-Burch author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-reasoning 10.18653/v1/2020.emnlp-main.374 https://aclanthology.org/2020.emnlp-main.374/ 2020-11 4630 4639 Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models Ethan Wilcox author Peng Qian author Richard Futrell author Ryosuke Kohita author Roger Levy author Miguel Ballesteros author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wilcox-etal-2020-structural 10.18653/v1/2020.emnlp-main.375 https://aclanthology.org/2020.emnlp-main.375/ 2020-11 4640 4652 Investigating representations of verb bias in neural language models Robert Hawkins author Takateru Yamakoshi author Thomas Griffiths author Adele Goldberg author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hawkins-etal-2020-investigating 10.18653/v1/2020.emnlp-main.376 https://aclanthology.org/2020.emnlp-main.376/ 2020-11 4653 4663 Generating Image Descriptions via Sequential Cross-Modal Alignment Guided by Human Gaze Ece Takmaz author Sandro Pezzelle author Lisa Beinborn author Raquel Fernández author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication takmaz-etal-2020-generating 10.18653/v1/2020.emnlp-main.377 https://aclanthology.org/2020.emnlp-main.377/ 2020-11 4664 4677 Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space Chunyuan Li author Xiang Gao author Yuan Li author Baolin Peng author Xiujun Li author Yizhe Zhang author Jianfeng Gao author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-optimus 10.18653/v1/2020.emnlp-main.378 https://aclanthology.org/2020.emnlp-main.378/ 2020-11 4678 4699 BioMegatron: Larger Biomedical Domain Language Model Hoo-Chang Shin author Yang Zhang author Evelina Bakhturina author Raul Puri author Mostofa Patwary author Mohammad Shoeybi author Raghav Mani author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shin-etal-2020-biomegatron 10.18653/v1/2020.emnlp-main.379 https://aclanthology.org/2020.emnlp-main.379/ 2020-11 4700 4706 Text Segmentation by Cross Segment Attention Michal Lukasik author Boris Dadachev author Kishore Papineni author Gonçalo Simões author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lukasik-etal-2020-text 10.18653/v1/2020.emnlp-main.380 https://aclanthology.org/2020.emnlp-main.380/ 2020-11 4707 4716 RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark Tatiana Shavrina author Alena Fenogenova author Emelyanov Anton author Denis Shevelev author Ekaterina Artemova author Valentin Malykh author Vladislav Mikhailov author Maria Tikhonova author Andrey Chertok author Andrey Evlampiev author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shavrina-etal-2020-russiansuperglue 10.18653/v1/2020.emnlp-main.381 https://aclanthology.org/2020.emnlp-main.381/ 2020-11 4717 4726 An Empirical Study of Pre-trained Transformers for Arabic Information Extraction Wuwei Lan author Yang Chen author Wei Xu author Alan Ritter author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lan-etal-2020-empirical 10.18653/v1/2020.emnlp-main.382 https://aclanthology.org/2020.emnlp-main.382/ 2020-11 4727 4734 TNT: Text Normalization based Pre-training of Transformers for Content Moderation Fei Tan author Yifan Hu author Changwei Hu author Keqian Li author Kevin Yen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tan-etal-2020-tnt 10.18653/v1/2020.emnlp-main.383 https://aclanthology.org/2020.emnlp-main.383/ 2020-11 4735 4741 Methods for Numeracy-Preserving Word Embeddings Dhanasekar Sundararaman author Shijing Si author Vivek Subramanian author Guoyin Wang author Devamanyu Hazarika author Lawrence Carin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sundararaman-etal-2020-methods 10.18653/v1/2020.emnlp-main.384 https://aclanthology.org/2020.emnlp-main.384/ 2020-11 4742 4753 An Empirical Investigation of Contextualized Number Prediction Taylor Berg-Kirkpatrick author Daniel Spokoyny author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication berg-kirkpatrick-spokoyny-2020-empirical 10.18653/v1/2020.emnlp-main.385 https://aclanthology.org/2020.emnlp-main.385/ 2020-11 4754 4764 Modeling the Music Genre Perception across Language-Bound Cultures Elena V Epure author Guillaume Salha author Manuel Moussallam author Romain Hennequin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication epure-etal-2020-modeling 10.18653/v1/2020.emnlp-main.386 https://aclanthology.org/2020.emnlp-main.386/ 2020-11 4765 4779 Joint Estimation and Analysis of Risk Behavior Ratings in Movie Scripts Victor Martinez author Krishna Somandepalli author Yalda Tehranian-Uhls author Shrikanth Narayanan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication martinez-etal-2020-joint 10.18653/v1/2020.emnlp-main.387 https://aclanthology.org/2020.emnlp-main.387/ 2020-11 4780 4790 Keep it Surprisingly Simple: A Simple First Order Graph Based Parsing Model for Joint Morphosyntactic Parsing in Sanskrit Amrith Krishna author Ashim Gupta author Deepak Garasangi author Pavankumar Satuluri author Pawan Goyal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication krishna-etal-2020-keep 10.18653/v1/2020.emnlp-main.388 https://aclanthology.org/2020.emnlp-main.388/ 2020-11 4791 4797 Unsupervised Parsing via Constituency Tests Steven Cao author Nikita Kitaev author Dan Klein author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication cao-etal-2020-unsupervised 10.18653/v1/2020.emnlp-main.389 https://aclanthology.org/2020.emnlp-main.389/ 2020-11 4798 4808 Please Mind the Root: Decoding Arborescences for Dependency Parsing Ran Zmigrod author Tim Vieira author Ryan Cotterell author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zmigrod-etal-2020-please 10.18653/v1/2020.emnlp-main.390 https://aclanthology.org/2020.emnlp-main.390/ 2020-11 4809 4819 Unsupervised Cross-Lingual Part-of-Speech Tagging for Truly Low-Resource Scenarios Ramy Eskander author Smaranda Muresan author Michael Collins author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication eskander-etal-2020-unsupervised 10.18653/v1/2020.emnlp-main.391 https://aclanthology.org/2020.emnlp-main.391/ 2020-11 4820 4831 Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders Andrew Drozdov author Subendhu Rongali author Yi-Pei Chen author Tim O’Gorman author Mohit Iyyer author Andrew McCallum author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication drozdov-etal-2020-unsupervised 10.18653/v1/2020.emnlp-main.392 https://aclanthology.org/2020.emnlp-main.392/ 2020-11 4832 4845 Utility is in the Eye of the User: A Critique of NLP Leaderboards Kawin Ethayarajh author Dan Jurafsky author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ethayarajh-jurafsky-2020-utility 10.18653/v1/2020.emnlp-main.393 https://aclanthology.org/2020.emnlp-main.393/ 2020-11 4846 4853 An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training Kristjan Arumae author Qing Sun author Parminder Bhatia author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication arumae-etal-2020-empirical 10.18653/v1/2020.emnlp-main.394 https://aclanthology.org/2020.emnlp-main.394/ 2020-11 4854 4864 Analyzing Individual Neurons in Pre-trained Language Models Nadir Durrani author Hassan Sajjad author Fahim Dalvi author Yonatan Belinkov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication durrani-etal-2020-analyzing 10.18653/v1/2020.emnlp-main.395 https://aclanthology.org/2020.emnlp-main.395/ 2020-11 4865 4880 Dissecting Span Identification Tasks with Performance Prediction Sean Papay author Roman Klinger author Sebastian Padó author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication papay-etal-2020-dissecting 10.18653/v1/2020.emnlp-main.396 https://aclanthology.org/2020.emnlp-main.396/ 2020-11 4881 4895 Assessing Phrasal Representation and Composition in Transformers Lang Yu author Allyson Ettinger author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yu-ettinger-2020-assessing 10.18653/v1/2020.emnlp-main.397 https://aclanthology.org/2020.emnlp-main.397/ 2020-11 4896 4907 Analyzing Redundancy in Pretrained Transformer Models Fahim Dalvi author Hassan Sajjad author Nadir Durrani author Yonatan Belinkov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication dalvi-etal-2020-analyzing 10.18653/v1/2020.emnlp-main.398 https://aclanthology.org/2020.emnlp-main.398/ 2020-11 4908 4926 Be More with Less: Hypergraph Attention Networks for Inductive Text Classification Kaize Ding author Jianling Wang author Jundong Li author Dingcheng Li author Huan Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ding-etal-2020-less 10.18653/v1/2020.emnlp-main.399 https://aclanthology.org/2020.emnlp-main.399/ 2020-11 4927 4936 Entities as Experts: Sparse Memory Access with Entity Supervision Thibault Févry author Livio Baldini Soares author Nicholas FitzGerald author Eunsol Choi author Tom Kwiatkowski author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fevry-etal-2020-entities 10.18653/v1/2020.emnlp-main.400 https://aclanthology.org/2020.emnlp-main.400/ 2020-11 4937 4951 Does the Objective 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Comparing Training Objectives for Pronoun Resolution Yordan Yordanov author Oana-Maria Camburu author Vid Kocijan author Thomas Lukasiewicz author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yordanov-etal-2020-objective 10.18653/v1/2020.emnlp-main.402 https://aclanthology.org/2020.emnlp-main.402/ 2020-11 4963 4969 On Losses for Modern Language Models Stéphane Aroca-Ouellette author Frank Rudzicz author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication aroca-ouellette-rudzicz-2020-losses 10.18653/v1/2020.emnlp-main.403 https://aclanthology.org/2020.emnlp-main.403/ 2020-11 4970 4981 We Can Detect Your Bias: Predicting the Political Ideology of News Articles Ramy Baly author Giovanni Da San Martino author James Glass author Preslav Nakov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication baly-etal-2020-detect 10.18653/v1/2020.emnlp-main.404 https://aclanthology.org/2020.emnlp-main.404/ 2020-11 4982 4991 Semantic Label Smoothing for Sequence to Sequence Problems Michal Lukasik author Himanshu Jain author Aditya Menon author Seungyeon Kim author Srinadh Bhojanapalli author Felix Yu author Sanjiv Kumar author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lukasik-etal-2020-semantic 10.18653/v1/2020.emnlp-main.405 https://aclanthology.org/2020.emnlp-main.405/ 2020-11 4992 4998 Training for Gibbs Sampling on Conditional Random Fields with Neural Scoring Factors Sida Gao author Matthew R Gormley author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication gao-gormley-2020-training 10.18653/v1/2020.emnlp-main.406 https://aclanthology.org/2020.emnlp-main.406/ 2020-11 4999 5011 Multilevel Text Alignment with Cross-Document Attention Xuhui Zhou author Nikolaos Pappas author Noah A Smith author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhou-etal-2020-multilevel 10.18653/v1/2020.emnlp-main.407 https://aclanthology.org/2020.emnlp-main.407/ 2020-11 5012 5025 Conversational Semantic Parsing Armen Aghajanyan author Jean Maillard author Akshat Shrivastava author Keith Diedrick author Michael Haeger author Haoran Li author Yashar Mehdad author Veselin Stoyanov author Anuj Kumar author Mike Lewis author Sonal Gupta author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication aghajanyan-etal-2020-conversational 10.18653/v1/2020.emnlp-main.408 https://aclanthology.org/2020.emnlp-main.408/ 2020-11 5026 5035 Probing Task-Oriented Dialogue Representation from Language Models Chien-Sheng Wu author Caiming Xiong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-xiong-2020-probing 10.18653/v1/2020.emnlp-main.409 https://aclanthology.org/2020.emnlp-main.409/ 2020-11 5036 5051 End-to-End Slot Alignment and Recognition for Cross-Lingual NLU Weijia Xu author Batool Haider author Saab Mansour author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xu-etal-2020-end 10.18653/v1/2020.emnlp-main.410 https://aclanthology.org/2020.emnlp-main.410/ 2020-11 5052 5063 Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Jianguo Zhang author Kazuma Hashimoto author Wenhao Liu author Chien-Sheng Wu author Yao Wan author Philip Yu author Richard Socher author Caiming Xiong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-discriminative 10.18653/v1/2020.emnlp-main.411 https://aclanthology.org/2020.emnlp-main.411/ 2020-11 5064 5082 Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging Semih Yavuz author Kazuma Hashimoto author Wenhao Liu author Nitish Shirish Keskar author Richard Socher author Caiming Xiong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yavuz-etal-2020-simple 10.18653/v1/2020.emnlp-main.412 https://aclanthology.org/2020.emnlp-main.412/ 2020-11 5083 5089 Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Xilun Chen author Asish Ghoshal author Yashar Mehdad author Luke Zettlemoyer author Sonal Gupta author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-etal-2020-low 10.18653/v1/2020.emnlp-main.413 https://aclanthology.org/2020.emnlp-main.413/ 2020-11 5090 5100 Sound Natural: Content Rephrasing in Dialog Systems Arash Einolghozati author Anchit Gupta author Keith Diedrick author Sonal Gupta author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication einolghozati-etal-2020-sound 10.18653/v1/2020.emnlp-main.414 https://aclanthology.org/2020.emnlp-main.414/ 2020-11 5101 5108 Zero-Shot Crosslingual Sentence Simplification Jonathan Mallinson author Rico Sennrich author Mirella Lapata author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication mallinson-etal-2020-zero 10.18653/v1/2020.emnlp-main.415 https://aclanthology.org/2020.emnlp-main.415/ 2020-11 5109 5126 Facilitating the Communication of Politeness through Fine-Grained Paraphrasing Liye Fu author Susan Fussell author Cristian Danescu-Niculescu-Mizil author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fu-etal-2020-facilitating 10.18653/v1/2020.emnlp-main.416 https://aclanthology.org/2020.emnlp-main.416/ 2020-11 5127 5140 CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation Tianlu Wang author Xuezhi Wang author Yao Qin author Ben Packer author Kang Li author Jilin Chen author Alex Beutel author Ed Chi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-cat 10.18653/v1/2020.emnlp-main.417 https://aclanthology.org/2020.emnlp-main.417/ 2020-11 5141 5146 Seq2Edits: Sequence Transduction Using Span-level Edit Operations Felix Stahlberg author Shankar Kumar author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication stahlberg-kumar-2020-seq2edits 10.18653/v1/2020.emnlp-main.418 https://aclanthology.org/2020.emnlp-main.418/ 2020-11 5147 5159 Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies Chris Kedzie author Kathleen McKeown author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kedzie-mckeown-2020-controllable 10.18653/v1/2020.emnlp-main.419 https://aclanthology.org/2020.emnlp-main.419/ 2020-11 5160 5185 Blank Language Models Tianxiao Shen author Victor Quach author Regina Barzilay author Tommi Jaakkola author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shen-etal-2020-blank 10.18653/v1/2020.emnlp-main.420 https://aclanthology.org/2020.emnlp-main.420/ 2020-11 5186 5198 COD3S: Diverse Generation with Discrete Semantic Signatures Nathaniel Weir author João Sedoc author Benjamin Van Durme author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication weir-etal-2020-cod3s 10.18653/v1/2020.emnlp-main.421 https://aclanthology.org/2020.emnlp-main.421/ 2020-11 5199 5211 Automatic Extraction of Rules Governing Morphological Agreement Aditi Chaudhary author Antonios Anastasopoulos author Adithya Pratapa author David R Mortensen author Zaid Sheikh author Yulia Tsvetkov author Graham Neubig author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chaudhary-etal-2020-automatic 10.18653/v1/2020.emnlp-main.422 https://aclanthology.org/2020.emnlp-main.422/ 2020-11 5212 5236 Tackling the Low-resource Challenge for Canonical Segmentation Manuel Mager author Özlem Çetinoğlu author Katharina Kann author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication mager-etal-2020-tackling 10.18653/v1/2020.emnlp-main.423 https://aclanthology.org/2020.emnlp-main.423/ 2020-11 5237 5250 IGT2P: From Interlinear Glossed Texts to Paradigms Sarah Moeller author Ling Liu author Changbing Yang author Katharina Kann author Mans Hulden author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication moeller-etal-2020-igt2p 10.18653/v1/2020.emnlp-main.424 https://aclanthology.org/2020.emnlp-main.424/ 2020-11 5251 5262 A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support Ashish Sharma author Adam Miner author David Atkins author Tim Althoff author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sharma-etal-2020-computational 10.18653/v1/2020.emnlp-main.425 https://aclanthology.org/2020.emnlp-main.425/ 2020-11 5263 5276 Modeling Protagonist Emotions for Emotion-Aware Storytelling Faeze Brahman author Snigdha Chaturvedi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication brahman-chaturvedi-2020-modeling 10.18653/v1/2020.emnlp-main.426 https://aclanthology.org/2020.emnlp-main.426/ 2020-11 5277 5294 Help! Need Advice on Identifying Advice Venkata Subrahmanyan Govindarajan author Benjamin Chen author Rebecca Warholic author Katrin Erk author Junyi Jessy Li author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication govindarajan-etal-2020-help 10.18653/v1/2020.emnlp-main.427 https://aclanthology.org/2020.emnlp-main.427/ 2020-11 5295 5306 Quantifying Intimacy in Language Jiaxin Pei author David Jurgens author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication pei-jurgens-2020-quantifying 10.18653/v1/2020.emnlp-main.428 https://aclanthology.org/2020.emnlp-main.428/ 2020-11 5307 5326 Writing Strategies for Science Communication: Data and Computational Analysis Tal August author Lauren Kim author Katharina Reinecke author Noah A Smith author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication august-etal-2020-writing 10.18653/v1/2020.emnlp-main.429 https://aclanthology.org/2020.emnlp-main.429/ 2020-11 5327 5344 Weakly Supervised Subevent Knowledge Acquisition Wenlin Yao author Zeyu Dai author Maitreyi Ramaswamy author Bonan Min author Ruihong Huang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yao-etal-2020-weakly 10.18653/v1/2020.emnlp-main.430 https://aclanthology.org/2020.emnlp-main.430/ 2020-11 5345 5356 Biomedical Event Extraction as Sequence Labeling Alan Ramponi author Rob van der Goot author Rosario Lombardo author Barbara Plank author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ramponi-etal-2020-biomedical 10.18653/v1/2020.emnlp-main.431 https://aclanthology.org/2020.emnlp-main.431/ 2020-11 5357 5367 Annotating Temporal Dependency Graphs via Crowdsourcing Jiarui Yao author Haoling Qiu author Bonan Min author Nianwen Xue author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yao-etal-2020-annotating 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Association for Computational Linguistics Online conference publication tigunova-etal-2020-charm 10.18653/v1/2020.emnlp-main.434 https://aclanthology.org/2020.emnlp-main.434/ 2020-11 5391 5404 Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks Viet Dac Lai author Tuan Ngo Nguyen author Thien Huu Nguyen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lai-etal-2020-event 10.18653/v1/2020.emnlp-main.435 https://aclanthology.org/2020.emnlp-main.435/ 2020-11 5405 5411 Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events Miguel Ballesteros author Rishita Anubhai author Shuai Wang author Nima Pourdamghani author Yogarshi Vyas author Jie Ma author Parminder Bhatia author Kathleen McKeown author Yaser Al-Onaizan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ballesteros-etal-2020-severing 10.18653/v1/2020.emnlp-main.436 https://aclanthology.org/2020.emnlp-main.436/ 2020-11 5412 5417 How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts author Colin Raffel author Noam Shazeer author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication roberts-etal-2020-much 10.18653/v1/2020.emnlp-main.437 https://aclanthology.org/2020.emnlp-main.437/ 2020-11 5418 5426 EXAMS: A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering Momchil Hardalov author Todor Mihaylov author Dimitrina Zlatkova author Yoan Dinkov author Ivan Koychev author Preslav Nakov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hardalov-etal-2020-exams 10.18653/v1/2020.emnlp-main.438 https://aclanthology.org/2020.emnlp-main.438/ 2020-11 5427 5444 End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems Siamak Shakeri author Cicero Nogueira dos Santos author Henghui Zhu author Patrick Ng author Feng Nan author Zhiguo Wang author Ramesh Nallapati author Bing Xiang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shakeri-etal-2020-end 10.18653/v1/2020.emnlp-main.439 https://aclanthology.org/2020.emnlp-main.439/ 2020-11 5445 5460 Multi-Stage Pre-training for Low-Resource Domain Adaptation Rong Zhang author Revanth Gangi Reddy author Md Arafat Sultan author Vittorio Castelli author Anthony Ferritto author Radu Florian author Efsun Sarioglu Kayi author Salim Roukos author Avi Sil author Todd Ward author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-multi-stage 10.18653/v1/2020.emnlp-main.440 https://aclanthology.org/2020.emnlp-main.440/ 2020-11 5461 5468 ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention Jose Manuel Gomez-Perez author Raúl Ortega author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication gomez-perez-ortega-2020-isaaq 10.18653/v1/2020.emnlp-main.441 https://aclanthology.org/2020.emnlp-main.441/ 2020-11 5469 5479 SubjQA: A Dataset for Subjectivity and Review Comprehension Johannes Bjerva author Nikita Bhutani author Behzad Golshan author Wang-Chiew Tan author Isabelle Augenstein author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bjerva-etal-2020-subjqa 10.18653/v1/2020.emnlp-main.442 https://aclanthology.org/2020.emnlp-main.442/ 2020-11 5480 5494 Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements Yang Li author Gang Li author Luheng He author Jingjie Zheng author Hong Li author Zhiwei Guan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-widget 10.18653/v1/2020.emnlp-main.443 https://aclanthology.org/2020.emnlp-main.443/ 2020-11 5495 5510 Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning Wanyun Cui author Guangyu Zheng author Wei Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication cui-etal-2020-unsupervised 10.18653/v1/2020.emnlp-main.444 https://aclanthology.org/2020.emnlp-main.444/ 2020-11 5511 5520 Digital Voicing of Silent Speech David Gaddy author Dan Klein author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication gaddy-klein-2020-digital 10.18653/v1/2020.emnlp-main.445 https://aclanthology.org/2020.emnlp-main.445/ 2020-11 5521 5530 Imitation Attacks and Defenses for Black-box Machine Translation Systems Eric Wallace author Mitchell Stern author Dawn Song author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wallace-etal-2020-imitation 10.18653/v1/2020.emnlp-main.446 https://aclanthology.org/2020.emnlp-main.446/ 2020-11 5531 5546 Sequence-Level Mixed Sample Data Augmentation Demi Guo author Yoon Kim author Alexander Rush author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication guo-etal-2020-sequence 10.18653/v1/2020.emnlp-main.447 https://aclanthology.org/2020.emnlp-main.447/ 2020-11 5547 5552 Consistency of a Recurrent Language Model With Respect to Incomplete Decoding Sean Welleck author Ilia Kulikov author Jaedeok Kim author Richard Yuanzhe Pang author Kyunghyun Cho author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication welleck-etal-2020-consistency 10.18653/v1/2020.emnlp-main.448 https://aclanthology.org/2020.emnlp-main.448/ 2020-11 5553 5568 An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks Lifu Tu author Tianyu Liu author Kevin Gimpel author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tu-etal-2020-exploration 10.18653/v1/2020.emnlp-main.449 https://aclanthology.org/2020.emnlp-main.449/ 2020-11 5569 5582 Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast—Choose Three Steven Reich author David Mueller author Nicholas Andrews author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication reich-etal-2020-ensemble 10.18653/v1/2020.emnlp-main.450 https://aclanthology.org/2020.emnlp-main.450/ 2020-11 5583 5595 Inducing Target-Specific Latent Structures for Aspect Sentiment Classification Chenhua Chen author Zhiyang Teng author Yue Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-etal-2020-inducing 10.18653/v1/2020.emnlp-main.451 https://aclanthology.org/2020.emnlp-main.451/ 2020-11 5596 5607 Affective Event Classification with Discourse-enhanced Self-training Yuan Zhuang author Tianyu Jiang author Ellen Riloff author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhuang-etal-2020-affective 10.18653/v1/2020.emnlp-main.452 https://aclanthology.org/2020.emnlp-main.452/ 2020-11 5608 5617 Deep Weighted MaxSAT for Aspect-based Opinion Extraction Meixi Wu author Wenya Wang author Sinno Jialin Pan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-deep 10.18653/v1/2020.emnlp-main.453 https://aclanthology.org/2020.emnlp-main.453/ 2020-11 5618 5628 Multi-view Story Characterization from Movie Plot Synopses and Reviews Sudipta Kar author Gustavo Aguilar author Mirella Lapata author Thamar Solorio author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kar-etal-2020-multi 10.18653/v1/2020.emnlp-main.454 https://aclanthology.org/2020.emnlp-main.454/ 2020-11 5629 5646 Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding Samson Tan author Shafiq Joty author Lav Varshney author Min-Yen Kan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tan-etal-2020-mind 10.18653/v1/2020.emnlp-main.455 https://aclanthology.org/2020.emnlp-main.455/ 2020-11 5647 5663 Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions Arya D McCarthy author Adina Williams author Shijia Liu author David Yarowsky author Ryan Cotterell author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication mccarthy-etal-2020-measuring 10.18653/v1/2020.emnlp-main.456 https://aclanthology.org/2020.emnlp-main.456/ 2020-11 5664 5675 RethinkCWS: Is Chinese Word Segmentation a Solved Task? Jinlan Fu author Pengfei Liu author Qi Zhang author Xuanjing Huang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fu-etal-2020-rethinkcws 10.18653/v1/2020.emnlp-main.457 https://aclanthology.org/2020.emnlp-main.457/ 2020-11 5676 5686 Learning to Pronounce Chinese Without a Pronunciation Dictionary Christopher Chu author Scot Fang author Kevin Knight author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chu-etal-2020-learning 10.18653/v1/2020.emnlp-main.458 https://aclanthology.org/2020.emnlp-main.458/ 2020-11 5687 5693 Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph Xin Lv author Xu Han author Lei Hou author Juanzi Li author Zhiyuan Liu author Wei Zhang author Yichi Zhang author Hao Kong author Suhui Wu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lv-etal-2020-dynamic 10.18653/v1/2020.emnlp-main.459 https://aclanthology.org/2020.emnlp-main.459/ 2020-11 5694 5703 Knowledge Association with Hyperbolic Knowledge Graph Embeddings Zequn Sun author Muhao Chen author Wei Hu author Chengming Wang author Jian Dai author Wei Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sun-etal-2020-knowledge 10.18653/v1/2020.emnlp-main.460 https://aclanthology.org/2020.emnlp-main.460/ 2020-11 5704 5716 Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction Rujun Han author Yichao Zhou author Nanyun Peng author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication han-etal-2020-domain 10.18653/v1/2020.emnlp-main.461 https://aclanthology.org/2020.emnlp-main.461/ 2020-11 5717 5729 TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion Jiapeng Wu author Meng Cao author Jackie Chi Kit Cheung author William L Hamilton author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-temp 10.18653/v1/2020.emnlp-main.462 https://aclanthology.org/2020.emnlp-main.462/ 2020-11 5730 5746 Understanding the Difficulty of Training Transformers Liyuan Liu author Xiaodong Liu author Jianfeng Gao author Weizhu Chen author Jiawei Han author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liu-etal-2020-understanding 10.18653/v1/2020.emnlp-main.463 https://aclanthology.org/2020.emnlp-main.463/ 2020-11 5747 5763 An Empirical Study of Generation Order for Machine Translation William Chan author Mitchell Stern author Jamie Kiros author Jakob Uszkoreit author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chan-etal-2020-empirical 10.18653/v1/2020.emnlp-main.464 https://aclanthology.org/2020.emnlp-main.464/ 2020-11 5764 5773 Inference Strategies for Machine Translation with Conditional Masking Julia Kreutzer author George Foster author Colin Cherry author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kreutzer-etal-2020-inference 10.18653/v1/2020.emnlp-main.465 https://aclanthology.org/2020.emnlp-main.465/ 2020-11 5774 5782 AmbigQA: Answering Ambiguous Open-domain Questions Sewon Min author Julian Michael author Hannaneh Hajishirzi author Luke Zettlemoyer author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication min-etal-2020-ambigqa 10.18653/v1/2020.emnlp-main.466 https://aclanthology.org/2020.emnlp-main.466/ 2020-11 5783 5797 Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu author Yeyun Gong author Jie Fu author Yu Yan author Jiusheng Chen author Jiancheng Lv author Nan Duan author Ming Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liu-etal-2020-tell 10.18653/v1/2020.emnlp-main.467 https://aclanthology.org/2020.emnlp-main.467/ 2020-11 5798 5810 Training Question Answering Models From Synthetic Data Raul Puri author Ryan Spring author Mohammad Shoeybi author Mostofa Patwary author Bryan Catanzaro author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication puri-etal-2020-training 10.18653/v1/2020.emnlp-main.468 https://aclanthology.org/2020.emnlp-main.468/ 2020-11 5811 5826 Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning Yuncheng Hua author Yuan-Fang Li author Gholamreza Haffari author Guilin Qi author Tongtong Wu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hua-etal-2020-shot 10.18653/v1/2020.emnlp-main.469 https://aclanthology.org/2020.emnlp-main.469/ 2020-11 5827 5837 Multilingual Offensive Language Identification with Cross-lingual Embeddings Tharindu Ranasinghe author Marcos Zampieri author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ranasinghe-zampieri-2020-multilingual 10.18653/v1/2020.emnlp-main.470 https://aclanthology.org/2020.emnlp-main.470/ 2020-11 5838 5844 Solving Historical Dictionary Codes with a Neural Language Model Christopher Chu author Raphael Valenti author Kevin Knight author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chu-etal-2020-solving 10.18653/v1/2020.emnlp-main.471 https://aclanthology.org/2020.emnlp-main.471/ 2020-11 5845 5854 Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments Muhammad Abdul-Mageed author Chiyu Zhang author AbdelRahim Elmadany author Lyle Ungar author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication abdul-mageed-etal-2020-toward 10.18653/v1/2020.emnlp-main.472 https://aclanthology.org/2020.emnlp-main.472/ 2020-11 5855 5876 Investigating African-American Vernacular English in Transformer-Based Text Generation Sophie Groenwold author Lily Ou author Aesha Parekh author Samhita Honnavalli author Sharon Levy author Diba Mirza author William Yang Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication 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publication dou-etal-2020-dynamic 10.18653/v1/2020.emnlp-main.475 https://aclanthology.org/2020.emnlp-main.475/ 2020-11 5894 5904 Revisiting Modularized Multilingual NMT to Meet Industrial Demands Sungwon Lyu author Bokyung Son author Kichang Yang author Jaekyoung Bae author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lyu-etal-2020-revisiting 10.18653/v1/2020.emnlp-main.476 https://aclanthology.org/2020.emnlp-main.476/ 2020-11 5905 5918 LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool Uma Roy author Noah Constant author Rami Al-Rfou author Aditya Barua author Aaron Phillips author Yinfei Yang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication roy-etal-2020-lareqa 10.18653/v1/2020.emnlp-main.477 https://aclanthology.org/2020.emnlp-main.477/ 2020-11 5919 5930 OCR Post Correction for Endangered Language Texts Shruti Rijhwani author Antonios Anastasopoulos author Graham Neubig author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication rijhwani-etal-2020-ocr 10.18653/v1/2020.emnlp-main.478 https://aclanthology.org/2020.emnlp-main.478/ 2020-11 5931 5942 X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models Zhengbao Jiang author Antonios Anastasopoulos author Jun Araki author Haibo Ding author Graham Neubig author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jiang-etal-2020-x 10.18653/v1/2020.emnlp-main.479 https://aclanthology.org/2020.emnlp-main.479/ 2020-11 5943 5959 CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs Ahmed El-Kishky author Vishrav Chaudhary author Francisco Guzmán author Philipp Koehn author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication el-kishky-etal-2020-ccaligned 10.18653/v1/2020.emnlp-main.480 https://aclanthology.org/2020.emnlp-main.480/ 2020-11 5960 5969 Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation Mehrad Moradshahi author Giovanni Campagna author Sina Semnani author Silei Xu author Monica Lam author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication moradshahi-etal-2020-localizing 10.18653/v1/2020.emnlp-main.481 https://aclanthology.org/2020.emnlp-main.481/ 2020-11 5970 5983 Interactive Refinement of Cross-Lingual Word Embeddings Michelle Yuan author Mozhi Zhang author Benjamin Van Durme author Leah Findlater author Jordan Boyd-Graber author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yuan-etal-2020-interactive 10.18653/v1/2020.emnlp-main.482 https://aclanthology.org/2020.emnlp-main.482/ 2020-11 5984 5996 Exploiting Sentence Order in Document Alignment Brian Thompson author Philipp Koehn 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Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liang-etal-2020-xglue 10.18653/v1/2020.emnlp-main.484 https://aclanthology.org/2020.emnlp-main.484/ 2020-11 6008 6018 AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network Xinyu Wang author Yong Jiang author Nguyen Bach author Tao Wang author Zhongqiang Huang author Fei Huang author Kewei Tu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-ain 10.18653/v1/2020.emnlp-main.485 https://aclanthology.org/2020.emnlp-main.485/ 2020-11 6019 6026 HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction Yu Wang author Yun Li author Hanghang Tong author Ziye Zhu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-hit 10.18653/v1/2020.emnlp-main.486 https://aclanthology.org/2020.emnlp-main.486/ 2020-11 6027 6036 Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks Yuanhe Tian author Yan Song author Fei Xia author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tian-etal-2020-supertagging 10.18653/v1/2020.emnlp-main.487 https://aclanthology.org/2020.emnlp-main.487/ 2020-11 6037 6044 DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks Bosheng Ding author Linlin Liu author Lidong Bing author Canasai Kruengkrai author Thien Hai Nguyen author Shafiq Joty author Luo Si author Chunyan Miao author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ding-etal-2020-daga 10.18653/v1/2020.emnlp-main.488 https://aclanthology.org/2020.emnlp-main.488/ 2020-11 6045 6057 Interpretable Multi-dataset Evaluation for Named Entity Recognition Jinlan Fu author Pengfei Liu author Graham Neubig author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fu-etal-2020-interpretable 10.18653/v1/2020.emnlp-main.489 https://aclanthology.org/2020.emnlp-main.489/ 2020-11 6058 6069 Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots Yuanmeng Yan author Keqing He author Hong Xu author Sihong Liu author Fanyu Meng author Min Hu author Weiran Xu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yan-etal-2020-adversarial 10.18653/v1/2020.emnlp-main.490 https://aclanthology.org/2020.emnlp-main.490/ 2020-11 6070 6075 Plug and Play Autoencoders for Conditional Text Generation Florian Mai author Nikolaos Pappas author Ivan Montero author Noah A Smith author James Henderson author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication mai-etal-2020-plug 10.18653/v1/2020.emnlp-main.491 https://aclanthology.org/2020.emnlp-main.491/ 2020-11 6076 6092 Structure Aware Negative Sampling in Knowledge Graphs Kian Ahrabian author Aarash Feizi author Yasmin Salehi author William L Hamilton author Avishek Joey Bose author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ahrabian-etal-2020-structure 10.18653/v1/2020.emnlp-main.492 https://aclanthology.org/2020.emnlp-main.492/ 2020-11 6093 6101 Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation Minki Kang author Moonsu Han author Sung Ju Hwang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kang-etal-2020-neural 10.18653/v1/2020.emnlp-main.493 https://aclanthology.org/2020.emnlp-main.493/ 2020-11 6102 6120 Autoregressive Knowledge Distillation through Imitation Learning Alexander Lin author Jeremy Wohlwend author Howard Chen author Tao Lei author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lin-etal-2020-autoregressive 10.18653/v1/2020.emnlp-main.494 https://aclanthology.org/2020.emnlp-main.494/ 2020-11 6121 6133 T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack Boxin Wang author Hengzhi Pei author Boyuan Pan author Qian Chen author Shuohang Wang author Bo Li author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-t3 10.18653/v1/2020.emnlp-main.495 https://aclanthology.org/2020.emnlp-main.495/ 2020-11 6134 6150 Structured Pruning of Large Language Models Ziheng Wang author Jeremy Wohlwend author Tao Lei author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-structured 10.18653/v1/2020.emnlp-main.496 https://aclanthology.org/2020.emnlp-main.496/ 2020-11 6151 6162 Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Thuy-Trang Vu author Dinh Phung author Gholamreza Haffari author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication vu-etal-2020-effective 10.18653/v1/2020.emnlp-main.497 https://aclanthology.org/2020.emnlp-main.497/ 2020-11 6163 6173 BAE: BERT-based Adversarial Examples for Text Classification Siddhant Garg author Goutham Ramakrishnan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication garg-ramakrishnan-2020-bae 10.18653/v1/2020.emnlp-main.498 https://aclanthology.org/2020.emnlp-main.498/ 2020-11 6174 6181 Adversarial Self-Supervised Data-Free Distillation for Text Classification Xinyin Ma author Yongliang Shen author Gongfan Fang author Chen Chen author Chenghao Jia author Weiming Lu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ma-etal-2020-adversarial 10.18653/v1/2020.emnlp-main.499 https://aclanthology.org/2020.emnlp-main.499/ 2020-11 6182 6192 BERT-ATTACK: Adversarial Attack Against BERT Using BERT Linyang Li author Ruotian Ma author Qipeng Guo author Xiangyang Xue author Xipeng Qiu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-bert-attack 10.18653/v1/2020.emnlp-main.500 https://aclanthology.org/2020.emnlp-main.500/ 2020-11 6193 6202 The Thieves on Sesame Street are Polyglots - Extracting Multilingual Models from Monolingual APIs Nitish Shirish Keskar author Bryan McCann author Caiming Xiong author Richard Socher author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication keskar-etal-2020-thieves 10.18653/v1/2020.emnlp-main.501 https://aclanthology.org/2020.emnlp-main.501/ 2020-11 6203 6207 When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models Changlong Yu author Jialong Han author Peifeng Wang author Yangqiu Song author Hongming Zhang author Wilfred Ng author Shuming Shi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yu-etal-2020-hearst 10.18653/v1/2020.emnlp-main.502 https://aclanthology.org/2020.emnlp-main.502/ 2020-11 6208 6217 Interpreting Open-Domain Modifiers: Decomposition of Wikipedia Categories into Disambiguated Property-Value Pairs Marius Pasca author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication pasca-2020-interpreting 10.18653/v1/2020.emnlp-main.503 https://aclanthology.org/2020.emnlp-main.503/ 2020-11 6218 6228 A Synset Relation-enhanced Framework with a Try-again Mechanism for Word Sense Disambiguation Ming Wang author Yinglin Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-wang-2020-synset 10.18653/v1/2020.emnlp-main.504 https://aclanthology.org/2020.emnlp-main.504/ 2020-11 6229 6240 Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation Dayiheng Liu author Yeyun Gong author Yu Yan author Jie Fu author Bo Shao author Daxin Jiang author Jiancheng Lv author Nan Duan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liu-etal-2020-diverse 10.18653/v1/2020.emnlp-main.505 https://aclanthology.org/2020.emnlp-main.505/ 2020-11 6241 6250 Factual Error Correction for Abstractive Summarization Models Meng Cao author Yue Dong author Jiapeng Wu author Jackie Chi Kit Cheung author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication cao-etal-2020-factual 10.18653/v1/2020.emnlp-main.506 https://aclanthology.org/2020.emnlp-main.506/ 2020-11 6251 6258 Compressive Summarization with Plausibility and Salience Modeling Shrey Desai author Jiacheng Xu author Greg Durrett author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication desai-etal-2020-compressive 10.18653/v1/2020.emnlp-main.507 https://aclanthology.org/2020.emnlp-main.507/ 2020-11 6259 6274 Understanding Neural Abstractive Summarization Models via Uncertainty Jiacheng Xu author Shrey Desai author Greg Durrett author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online 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editor Yang Liu editor Association for Computational Linguistics Online conference publication tan-etal-2020-summarizing 10.18653/v1/2020.emnlp-main.510 https://aclanthology.org/2020.emnlp-main.510/ 2020-11 6301 6309 BERT-enhanced Relational Sentence Ordering Network Baiyun Cui author Yingming Li author Zhongfei Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication cui-etal-2020-bert 10.18653/v1/2020.emnlp-main.511 https://aclanthology.org/2020.emnlp-main.511/ 2020-11 6310 6320 Online Conversation Disentanglement with Pointer Networks Tao Yu author Shafiq Joty author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yu-joty-2020-online 10.18653/v1/2020.emnlp-main.512 https://aclanthology.org/2020.emnlp-main.512/ 2020-11 6321 6330 VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling Machel Reid author Edison Marrese-Taylor author Yutaka Matsuo author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication reid-etal-2020-vcdm 10.18653/v1/2020.emnlp-main.513 https://aclanthology.org/2020.emnlp-main.513/ 2020-11 6331 6344 Coarse-to-Fine Pre-training for Named Entity Recognition Xue Mengge author Bowen Yu author Zhenyu Zhang author Tingwen Liu author Yue Zhang author Bin Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication mengge-etal-2020-coarse 10.18653/v1/2020.emnlp-main.514 https://aclanthology.org/2020.emnlp-main.514/ 2020-11 6345 6354 Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment Zhiyuan Liu author Yixin Cao author Liangming Pan author Juanzi Li author Tat-Seng Chua author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liu-etal-2020-exploring 10.18653/v1/2020.emnlp-main.515 https://aclanthology.org/2020.emnlp-main.515/ 2020-11 6355 6364 Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning Yi Yang author Arzoo Katiyar author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yang-katiyar-2020-simple 10.18653/v1/2020.emnlp-main.516 https://aclanthology.org/2020.emnlp-main.516/ 2020-11 6365 6375 Learning Structured Representations of Entity Names using Active Learning and Weak Supervision Kun Qian author Poornima Chozhiyath Raman author Yunyao Li author Lucian Popa author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication qian-etal-2020-learning 10.18653/v1/2020.emnlp-main.517 https://aclanthology.org/2020.emnlp-main.517/ 2020-11 6376 6383 Entity Enhanced BERT Pre-training for Chinese NER Chen Jia author Yuefeng Shi author Qinrong Yang author Yue Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jia-etal-2020-entity 10.18653/v1/2020.emnlp-main.518 https://aclanthology.org/2020.emnlp-main.518/ 2020-11 6384 6396 Scalable Zero-shot Entity Linking with Dense Entity Retrieval Ledell Wu author Fabio Petroni author Martin Josifoski author Sebastian Riedel author Luke Zettlemoyer author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-scalable 10.18653/v1/2020.emnlp-main.519 https://aclanthology.org/2020.emnlp-main.519/ 2020-11 6397 6407 A Dataset for Tracking Entities in Open Domain Procedural Text Niket Tandon author Keisuke Sakaguchi author Bhavana Dalvi author Dheeraj Rajagopal author Peter Clark author Michal Guerquin author Kyle Richardson author Eduard Hovy author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tandon-etal-2020-dataset 10.18653/v1/2020.emnlp-main.520 https://aclanthology.org/2020.emnlp-main.520/ 2020-11 6408 6417 Design Challenges in Low-resource Cross-lingual Entity Linking Xingyu Fu author Weijia Shi author Xiaodong Yu author Zian Zhao author Dan Roth author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fu-etal-2020-design 10.18653/v1/2020.emnlp-main.521 https://aclanthology.org/2020.emnlp-main.521/ 2020-11 6418 6432 Efficient One-Pass End-to-End Entity Linking for Questions Belinda Z Li author Sewon Min author Srinivasan Iyer author Yashar Mehdad author Wen-tau Yih author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-efficient 10.18653/v1/2020.emnlp-main.522 https://aclanthology.org/2020.emnlp-main.522/ 2020-11 6433 6441 LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada author Akari Asai author Hiroyuki Shindo author Hideaki Takeda author Yuji Matsumoto author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yamada-etal-2020-luke 10.18653/v1/2020.emnlp-main.523 https://aclanthology.org/2020.emnlp-main.523/ 2020-11 6442 6454 Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation Tuhin Chakrabarty author Smaranda Muresan author Nanyun Peng author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chakrabarty-etal-2020-generating 10.18653/v1/2020.emnlp-main.524 https://aclanthology.org/2020.emnlp-main.524/ 2020-11 6455 6469 STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation Nader Akoury author Shufan Wang author Josh Whiting author Stephen Hood author Nanyun Peng author Mohit Iyyer author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication akoury-etal-2020-storium 10.18653/v1/2020.emnlp-main.525 https://aclanthology.org/2020.emnlp-main.525/ 2020-11 6470 6484 Substance over Style: Document-Level Targeted Content Transfer Allison Hegel author Sudha Rao author Asli Celikyilmaz author Bill Dolan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hegel-etal-2020-substance 10.18653/v1/2020.emnlp-main.526 https://aclanthology.org/2020.emnlp-main.526/ 2020-11 6485 6504 Template Guided Text Generation for Task-Oriented Dialogue Mihir Kale author Abhinav Rastogi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing 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Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kang-hovy-2020-plan 10.18653/v1/2020.emnlp-main.529 https://aclanthology.org/2020.emnlp-main.529/ 2020-11 6533 6543 Inquisitive Question Generation for High Level Text Comprehension Wei-Jen Ko author Te-yuan Chen author Yiyan Huang author Greg Durrett author Junyi Jessy Li author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ko-etal-2020-inquisitive 10.18653/v1/2020.emnlp-main.530 https://aclanthology.org/2020.emnlp-main.530/ 2020-11 6544 6555 Towards Persona-Based Empathetic Conversational Models Peixiang Zhong author Chen Zhang author Hao Wang author Yong Liu author Chunyan Miao author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhong-etal-2020-towards 10.18653/v1/2020.emnlp-main.531 https://aclanthology.org/2020.emnlp-main.531/ 2020-11 6556 6566 Personal Information Leakage Detection in Conversations Qiongkai Xu author Lizhen Qu author Zeyu Gao author Gholamreza Haffari author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xu-etal-2020-personal 10.18653/v1/2020.emnlp-main.532 https://aclanthology.org/2020.emnlp-main.532/ 2020-11 6567 6580 Response Selection for Multi-Party Conversations with Dynamic Topic Tracking Weishi Wang author Steven C.H. Hoi author Shafiq Joty author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-response 10.18653/v1/2020.emnlp-main.533 https://aclanthology.org/2020.emnlp-main.533/ 2020-11 6581 6591 Regularizing Dialogue Generation by Imitating Implicit Scenarios Shaoxiong Feng author Xuancheng Ren author Hongshen Chen author Bin Sun author Kan Li author Xu Sun author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication feng-etal-2020-regularizing 10.18653/v1/2020.emnlp-main.534 https://aclanthology.org/2020.emnlp-main.534/ 2020-11 6592 6604 MovieChats: Chat like Humans in a Closed Domain Hui Su author Xiaoyu Shen author Zhou Xiao author Zheng Zhang author Ernie Chang author Cheng Zhang author Cheng Niu author Jie Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication su-etal-2020-moviechats 10.18653/v1/2020.emnlp-main.535 https://aclanthology.org/2020.emnlp-main.535/ 2020-11 6605 6619 Conundrums in Entity Coreference Resolution: Making Sense of the State of the Art Jing Lu author Vincent Ng author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lu-ng-2020-conundrums 10.18653/v1/2020.emnlp-main.536 https://aclanthology.org/2020.emnlp-main.536/ 2020-11 6620 6631 Semantic Role Labeling Guided Multi-turn Dialogue ReWriter Kun Xu author Haochen Tan author Linfeng Song author Han Wu author Haisong Zhang author Linqi Song author Dong Yu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xu-etal-2020-semantic 10.18653/v1/2020.emnlp-main.537 https://aclanthology.org/2020.emnlp-main.537/ 2020-11 6632 6639 Continuity of Topic, Interaction, and Query: Learning to Quote in Online Conversations Lingzhi Wang author Jing Li author Xingshan Zeng author Haisong Zhang author Kam-Fai Wong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-continuity 10.18653/v1/2020.emnlp-main.538 https://aclanthology.org/2020.emnlp-main.538/ 2020-11 6640 6650 Profile Consistency Identification for Open-domain Dialogue Agents Haoyu Song author Yan Wang author Wei-Nan Zhang author Zhengyu Zhao author Ting Liu author Xiaojiang Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication song-etal-2020-profile 10.18653/v1/2020.emnlp-main.539 https://aclanthology.org/2020.emnlp-main.539/ 2020-11 6651 6662 An Element-aware Multi-representation Model for Law Article Prediction Huilin Zhong author Junsheng Zhou author Weiguang Qu author Yunfei Long author Yanhui Gu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhong-etal-2020-element 10.18653/v1/2020.emnlp-main.540 https://aclanthology.org/2020.emnlp-main.540/ 2020-11 6663 6668 Recurrent Event Network: Autoregressive Structure Inferenceover Temporal Knowledge Graphs Woojeong Jin author Meng Qu author Xisen Jin author Xiang Ren author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jin-etal-2020-recurrent 10.18653/v1/2020.emnlp-main.541 https://aclanthology.org/2020.emnlp-main.541/ 2020-11 6669 6683 Multi-resolution Annotations for Emoji Prediction Weicheng Ma author Ruibo Liu author Lili Wang author Soroush Vosoughi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber 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2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ma-etal-2020-mode 10.18653/v1/2020.emnlp-main.544 https://aclanthology.org/2020.emnlp-main.544/ 2020-11 6705 6715 HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification Wenshuo Yang author Jiyi Li author Fumiyo Fukumoto author Yanming Ye author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yang-etal-2020-hscnn 10.18653/v1/2020.emnlp-main.545 https://aclanthology.org/2020.emnlp-main.545/ 2020-11 6716 6722 Multi-Stage Pre-training for Automated Chinese Essay Scoring Wei Song author Kai Zhang author Ruiji Fu author Lizhen Liu author Ting Liu author Miaomiao Cheng author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication song-etal-2020-multi 10.18653/v1/2020.emnlp-main.546 https://aclanthology.org/2020.emnlp-main.546/ 2020-11 6723 6733 Multi-hop Inference for Question-driven Summarization Yang Deng author Wenxuan Zhang author Wai Lam author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication deng-etal-2020-multi 10.18653/v1/2020.emnlp-main.547 https://aclanthology.org/2020.emnlp-main.547/ 2020-11 6734 6744 Towards Interpretable Reasoning over Paragraph Effects in Situation Mucheng Ren author Xiubo Geng author Tao Qin author Heyan Huang author Daxin Jiang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ren-etal-2020-towards 10.18653/v1/2020.emnlp-main.548 https://aclanthology.org/2020.emnlp-main.548/ 2020-11 6745 6758 Question Directed Graph Attention Network for Numerical Reasoning over Text Kunlong Chen author Weidi Xu author Xingyi Cheng author Zou Xiaochuan author Yuyu Zhang author Le Song author Taifeng Wang author Yuan Qi author Wei Chu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-etal-2020-question 10.18653/v1/2020.emnlp-main.549 https://aclanthology.org/2020.emnlp-main.549/ 2020-11 6759 6768 Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin author Barlas Oguz author Sewon Min author Patrick Lewis author Ledell Wu author Sergey Edunov author Danqi Chen author Wen-tau Yih author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication karpukhin-etal-2020-dense 10.18653/v1/2020.emnlp-main.550 https://aclanthology.org/2020.emnlp-main.550/ 2020-11 6769 6781 Distilling Structured Knowledge for Text-Based Relational Reasoning Jin Dong author Marc-Antoine Rondeau author William L Hamilton author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for 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Association for Computational Linguistics Online conference publication chiang-etal-2020-pretrained 10.18653/v1/2020.emnlp-main.553 https://aclanthology.org/2020.emnlp-main.553/ 2020-11 6813 6828 Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models Isabel Papadimitriou author Dan Jurafsky author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication papadimitriou-jurafsky-2020-learning 10.18653/v1/2020.emnlp-main.554 https://aclanthology.org/2020.emnlp-main.554/ 2020-11 6829 6839 What Do Position Embeddings Learn? 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https://aclanthology.org/2020.emnlp-main.569/ 2020-11 7000 7011 Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification Yunjie Ji author Hao Liu author Bolei He author Xinyan Xiao author Hua Wu author Yanhua Yu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ji-etal-2020-diversified 10.18653/v1/2020.emnlp-main.570 https://aclanthology.org/2020.emnlp-main.570/ 2020-11 7012 7023 Identifying Exaggerated Language Li Kong author Chuanyi Li author Jidong Ge author Bin Luo author Vincent Ng author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication 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Models and Evaluation Towards User-Centered Explainable Question Answering Hendrik Schuff author Heike Adel author Ngoc Thang Vu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication schuff-etal-2020-f1 10.18653/v1/2020.emnlp-main.575 https://aclanthology.org/2020.emnlp-main.575/ 2020-11 7076 7095 On the Ability and Limitations of Transformers to Recognize Formal Languages Satwik Bhattamishra author Kabir Ahuja author Navin Goyal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bhattamishra-etal-2020-ability 10.18653/v1/2020.emnlp-main.576 https://aclanthology.org/2020.emnlp-main.576/ 2020-11 7096 7116 An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing Martin Schmitt author Sahand Sharifzadeh author Volker Tresp author Hinrich Schütze author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication schmitt-etal-2020-unsupervised 10.18653/v1/2020.emnlp-main.577 https://aclanthology.org/2020.emnlp-main.577/ 2020-11 7117 7130 DGST: a Dual-Generator Network for Text Style Transfer Xiao Li author Guanyi Chen author Chenghua Lin author Ruizhe Li author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-dgst 10.18653/v1/2020.emnlp-main.578 https://aclanthology.org/2020.emnlp-main.578/ 2020-11 7131 7136 A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving Qinzhuo Wu author Qi Zhang author Jinlan Fu author Xuanjing Huang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wu-etal-2020-knowledge 10.18653/v1/2020.emnlp-main.579 https://aclanthology.org/2020.emnlp-main.579/ 2020-11 7137 7146 Generating Fact Checking Briefs Angela Fan author Aleksandra Piktus author Fabio Petroni author Guillaume Wenzek author Marzieh Saeidi author Andreas Vlachos author Antoine Bordes author Sebastian Riedel author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fan-etal-2020-generating 10.18653/v1/2020.emnlp-main.580 https://aclanthology.org/2020.emnlp-main.580/ 2020-11 7147 7161 Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction Mengyun Chen author Tao Ge author Xingxing Zhang author Furu Wei author Ming Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-etal-2020-improving-efficiency 10.18653/v1/2020.emnlp-main.581 https://aclanthology.org/2020.emnlp-main.581/ 2020-11 7162 7169 Coreferential Reasoning Learning for Language Representation Deming Ye author Yankai Lin author Jiaju Du author Zhenghao Liu author Peng Li author Maosong Sun author Zhiyuan Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ye-etal-2020-coreferential 10.18653/v1/2020.emnlp-main.582 https://aclanthology.org/2020.emnlp-main.582/ 2020-11 7170 7186 Is Graph Structure Necessary for Multi-hop Question Answering? Nan Shao author Yiming Cui author Ting Liu author Shijin Wang author Guoping Hu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shao-etal-2020-graph 10.18653/v1/2020.emnlp-main.583 https://aclanthology.org/2020.emnlp-main.583/ 2020-11 7187 7192 XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization Alessandro Raganato author Tommaso Pasini author Jose Camacho-Collados author Mohammad Taher Pilehvar author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication raganato-etal-2020-xl 10.18653/v1/2020.emnlp-main.584 https://aclanthology.org/2020.emnlp-main.584/ 2020-11 7193 7206 Generationary or “How We Went beyond Word Sense Inventories and Learned to Gloss” Michele Bevilacqua author Marco Maru author Roberto Navigli author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bevilacqua-etal-2020-generationary 10.18653/v1/2020.emnlp-main.585 https://aclanthology.org/2020.emnlp-main.585/ 2020-11 7207 7221 Probing Pretrained Language Models for Lexical Semantics Ivan Vulić author Edoardo Maria Ponti author Robert Litschko author Goran Glavaš author Anna Korhonen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication vulic-etal-2020-probing 10.18653/v1/2020.emnlp-main.586 https://aclanthology.org/2020.emnlp-main.586/ 2020-11 7222 7240 Cross-lingual Spoken Language Understanding with Regularized Representation Alignment Zihan Liu author Genta Indra Winata author Peng Xu author Zhaojiang Lin author Pascale Fung author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liu-etal-2020-cross-lingual-spoken 10.18653/v1/2020.emnlp-main.587 https://aclanthology.org/2020.emnlp-main.587/ 2020-11 7241 7251 SLURP: A Spoken Language Understanding Resource Package Emanuele Bastianelli author Andrea Vanzo author Pawel Swietojanski author Verena Rieser author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bastianelli-etal-2020-slurp 10.18653/v1/2020.emnlp-main.588 https://aclanthology.org/2020.emnlp-main.588/ 2020-11 7252 7262 Neural Conversational QA: Learning to Reason vs Exploiting Patterns Nikhil Verma author Abhishek Sharma author Dhiraj Madan author Danish Contractor author Harshit Kumar author Sachindra Joshi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication verma-etal-2020-neural 10.18653/v1/2020.emnlp-main.589 https://aclanthology.org/2020.emnlp-main.589/ 2020-11 7263 7269 Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition Xiangji Zeng author Yunliang Li author Yuchen Zhai author Yin Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zeng-etal-2020-counterfactual 10.18653/v1/2020.emnlp-main.590 https://aclanthology.org/2020.emnlp-main.590/ 2020-11 7270 7280 Understanding Procedural Text using Interactive Entity Networks Jizhi Tang author Yansong Feng author Dongyan Zhao author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tang-etal-2020-understanding-procedural 10.18653/v1/2020.emnlp-main.591 https://aclanthology.org/2020.emnlp-main.591/ 2020-11 7281 7290 A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? 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2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ye-etal-2020-feature 10.18653/v1/2020.emnlp-main.599 https://aclanthology.org/2020.emnlp-main.599/ 2020-11 7386 7399 Textual Data Augmentation for Efficient Active Learning on Tiny Datasets Husam Quteineh author Spyridon Samothrakis author Richard Sutcliffe author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication quteineh-etal-2020-textual 10.18653/v1/2020.emnlp-main.600 https://aclanthology.org/2020.emnlp-main.600/ 2020-11 7400 7410 “I’d rather just go to bed”: Understanding Indirect Answers Annie Louis author Dan Roth author Filip Radlinski author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication louis-etal-2020-id 10.18653/v1/2020.emnlp-main.601 https://aclanthology.org/2020.emnlp-main.601/ 2020-11 7411 7425 PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction Xinyao Ma author Maarten Sap author Hannah Rashkin author Yejin Choi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ma-etal-2020-powertransformer 10.18653/v1/2020.emnlp-main.602 https://aclanthology.org/2020.emnlp-main.602/ 2020-11 7426 7441 MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision Patrick Huber author Giuseppe Carenini author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication huber-carenini-2020-mega 10.18653/v1/2020.emnlp-main.603 https://aclanthology.org/2020.emnlp-main.603/ 2020-11 7442 7457 Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments Sungho Jeon author Michael Strube author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jeon-strube-2020-centering 10.18653/v1/2020.emnlp-main.604 https://aclanthology.org/2020.emnlp-main.604/ 2020-11 7458 7472 Keeping Up Appearances: Computational Modeling of Face Acts in Persuasion Oriented Discussions Ritam Dutt author Rishabh Joshi author Carolyn Rose author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication dutt-etal-2020-keeping 10.18653/v1/2020.emnlp-main.605 https://aclanthology.org/2020.emnlp-main.605/ 2020-11 7473 7485 HABERTOR: An Efficient and Effective Deep Hatespeech Detector Thanh Tran author Yifan Hu author Changwei Hu author Kevin Yen author Fei Tan author Kyumin Lee author Se Rim Park author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tran-etal-2020-habertor 10.18653/v1/2020.emnlp-main.606 https://aclanthology.org/2020.emnlp-main.606/ 2020-11 7486 7502 An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels Ilias Chalkidis author Manos Fergadiotis author Sotiris Kotitsas author Prodromos Malakasiotis author Nikolaos Aletras author Ion Androutsopoulos author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chalkidis-etal-2020-empirical 10.18653/v1/2020.emnlp-main.607 https://aclanthology.org/2020.emnlp-main.607/ 2020-11 7503 7515 Which *BERT? A Survey Organizing Contextualized Encoders Patrick Xia author Shijie Wu author Benjamin Van Durme author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xia-etal-2020-bert 10.18653/v1/2020.emnlp-main.608 https://aclanthology.org/2020.emnlp-main.608/ 2020-11 7516 7533 Fact or Fiction: Verifying Scientific Claims David Wadden author Shanchuan Lin author Kyle Lo author Lucy Lu Wang author Madeleine van Zuylen author Arman Cohan author Hannaneh Hajishirzi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wadden-etal-2020-fact 10.18653/v1/2020.emnlp-main.609 https://aclanthology.org/2020.emnlp-main.609/ 2020-11 7534 7550 Semantic Role Labeling as Syntactic Dependency Parsing Tianze Shi author Igor Malioutov author Ozan Irsoy author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shi-etal-2020-semantic 10.18653/v1/2020.emnlp-main.610 https://aclanthology.org/2020.emnlp-main.610/ 2020-11 7551 7571 PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge Yun He author Zhuoer Wang author Yin Zhang author Ruihong Huang author James Caverlee author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication he-etal-2020-parade 10.18653/v1/2020.emnlp-main.611 https://aclanthology.org/2020.emnlp-main.611/ 2020-11 7572 7582 Causal Inference of Script Knowledge Noah Weber author Rachel Rudinger author Benjamin Van Durme author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication weber-etal-2020-causal 10.18653/v1/2020.emnlp-main.612 https://aclanthology.org/2020.emnlp-main.612/ 2020-11 7583 7596 Towards Debiasing NLU Models from Unknown Biases Prasetya Ajie Utama author Nafise Sadat Moosavi author Iryna Gurevych author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication utama-etal-2020-towards 10.18653/v1/2020.emnlp-main.613 https://aclanthology.org/2020.emnlp-main.613/ 2020-11 7597 7610 On the Role of Supervision in Unsupervised Constituency Parsing Haoyue Shi author Karen Livescu author Kevin Gimpel author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shi-etal-2020-role 10.18653/v1/2020.emnlp-main.614 https://aclanthology.org/2020.emnlp-main.614/ 2020-11 7611 7621 Language Model Prior for Low-Resource Neural Machine Translation Christos Baziotis author Barry Haddow author Alexandra Birch author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication baziotis-etal-2020-language 10.18653/v1/2020.emnlp-main.615 https://aclanthology.org/2020.emnlp-main.615/ 2020-11 7622 7634 Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks Denis Emelin author Ivan Titov author Rico Sennrich author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication emelin-etal-2020-detecting 10.18653/v1/2020.emnlp-main.616 https://aclanthology.org/2020.emnlp-main.616/ 2020-11 7635 7653 MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer Jonas Pfeiffer author Ivan Vulić author Iryna Gurevych author Sebastian Ruder author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication pfeiffer-etal-2020-mad 10.18653/v1/2020.emnlp-main.617 https://aclanthology.org/2020.emnlp-main.617/ 2020-11 7654 7673 Translation Artifacts in Cross-lingual Transfer Learning Mikel Artetxe author Gorka Labaka author Eneko Agirre author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication artetxe-etal-2020-translation 10.18653/v1/2020.emnlp-main.618 https://aclanthology.org/2020.emnlp-main.618/ 2020-11 7674 7684 A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media Ramit Sawhney author Harshit Joshi author Saumya Gandhi author Rajiv Ratn Shah author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sawhney-etal-2020-time 10.18653/v1/2020.emnlp-main.619 https://aclanthology.org/2020.emnlp-main.619/ 2020-11 7685 7697 Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media Shamik Roy author Dan Goldwasser author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication roy-goldwasser-2020-weakly 10.18653/v1/2020.emnlp-main.620 https://aclanthology.org/2020.emnlp-main.620/ 2020-11 7698 7716 Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News Nguyen Vo author Kyumin Lee author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication vo-lee-2020-facts 10.18653/v1/2020.emnlp-main.621 https://aclanthology.org/2020.emnlp-main.621/ 2020-11 7717 7731 Fortifying Toxic Speech Detectors Against Veiled Toxicity Xiaochuang Han author Yulia Tsvetkov author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication han-tsvetkov-2020-fortifying 10.18653/v1/2020.emnlp-main.622 https://aclanthology.org/2020.emnlp-main.622/ 2020-11 7732 7739 Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya author Francesca Toni author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kotonya-toni-2020-explainable-automated 10.18653/v1/2020.emnlp-main.623 https://aclanthology.org/2020.emnlp-main.623/ 2020-11 7740 7754 Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning Xiaoxiao Guo author Mo Yu author Yupeng Gao author Chuang Gan author Murray Campbell author Shiyu Chang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication guo-etal-2020-interactive 10.18653/v1/2020.emnlp-main.624 https://aclanthology.org/2020.emnlp-main.624/ 2020-11 7755 7765 DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru author Han Guo author Mohit Bansal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication pasunuru-etal-2020-dorb 10.18653/v1/2020.emnlp-main.625 https://aclanthology.org/2020.emnlp-main.625/ 2020-11 7766 7780 MedFilter: Improving Extraction of Task-relevant Utterances through Integration of Discourse Structure and Ontological Knowledge Sopan Khosla author Shikhar Vashishth author Jill Fain Lehman author Carolyn Rose author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication khosla-etal-2020-medfilter 10.18653/v1/2020.emnlp-main.626 https://aclanthology.org/2020.emnlp-main.626/ 2020-11 7781 7797 Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification Shyam Subramanian author Kyumin Lee author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication subramanian-lee-2020-hierarchical 10.18653/v1/2020.emnlp-main.627 https://aclanthology.org/2020.emnlp-main.627/ 2020-11 7798 7809 Program Enhanced Fact Verification with Verbalization and Graph Attention Network Xiaoyu Yang author Feng Nie author Yufei Feng author Quan Liu author Zhigang Chen author Xiaodan Zhu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yang-etal-2020-program 10.18653/v1/2020.emnlp-main.628 https://aclanthology.org/2020.emnlp-main.628/ 2020-11 7810 7825 Constrained Fact Verification for FEVER Adithya Pratapa author Sai Muralidhar Jayanthi author Kavya Nerella author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication pratapa-etal-2020-constrained 10.18653/v1/2020.emnlp-main.629 https://aclanthology.org/2020.emnlp-main.629/ 2020-11 7826 7832 Entity Linking in 100 Languages Jan A Botha author Zifei Shan author Daniel Gillick author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication botha-etal-2020-entity 10.18653/v1/2020.emnlp-main.630 https://aclanthology.org/2020.emnlp-main.630/ 2020-11 7833 7845 PatchBERT: Just-in-Time, Out-of-Vocabulary Patching Sangwhan Moon author Naoaki Okazaki author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication moon-okazaki-2020-patchbert 10.18653/v1/2020.emnlp-main.631 https://aclanthology.org/2020.emnlp-main.631/ 2020-11 7846 7852 On the importance of pre-training data volume for compact language models Vincent Micheli author Martin d’Hoffschmidt author François Fleuret author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication micheli-etal-2020-importance 10.18653/v1/2020.emnlp-main.632 https://aclanthology.org/2020.emnlp-main.632/ 2020-11 7853 7858 BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Canwen Xu author Wangchunshu Zhou author Tao Ge author Furu Wei author Ming Zhou author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xu-etal-2020-bert 10.18653/v1/2020.emnlp-main.633 https://aclanthology.org/2020.emnlp-main.633/ 2020-11 7859 7869 Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting Sanyuan Chen author Yutai Hou author Yiming Cui author Wanxiang Che author Ting Liu author Xiangzhan Yu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-etal-2020-recall 10.18653/v1/2020.emnlp-main.634 https://aclanthology.org/2020.emnlp-main.634/ 2020-11 7870 7881 Exploring and Predicting Transferability across NLP Tasks Tu Vu author Tong Wang author Tsendsuren Munkhdalai author Alessandro Sordoni author Adam Trischler author Andrew Mattarella-Micke author Subhransu Maji author Mohit Iyyer author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication vu-etal-2020-exploring 10.18653/v1/2020.emnlp-main.635 https://aclanthology.org/2020.emnlp-main.635/ 2020-11 7882 7926 To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging Kasturi Bhattacharjee author Miguel Ballesteros author Rishita Anubhai author Smaranda Muresan author Jie Ma author Faisal Ladhak author Yaser Al-Onaizan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bhattacharjee-etal-2020-bert 10.18653/v1/2020.emnlp-main.636 https://aclanthology.org/2020.emnlp-main.636/ 2020-11 7927 7934 Cold-start Active Learning through Self-supervised Language Modeling Michelle Yuan author Hsuan-Tien Lin author Jordan Boyd-Graber author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yuan-etal-2020-cold 10.18653/v1/2020.emnlp-main.637 https://aclanthology.org/2020.emnlp-main.637/ 2020-11 7935 7948 Active Learning for BERT: An Empirical Study Liat Ein-Dor author Alon Halfon author Ariel Gera author Eyal Shnarch author Lena Dankin author Leshem Choshen author Marina Danilevsky author Ranit Aharonov author Yoav Katz author Noam Slonim author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ein-dor-etal-2020-active 10.18653/v1/2020.emnlp-main.638 https://aclanthology.org/2020.emnlp-main.638/ 2020-11 7949 7962 Transformer Based Multi-Source Domain Adaptation Dustin Wright author Isabelle Augenstein author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wright-augenstein-2020-transformer 10.18653/v1/2020.emnlp-main.639 https://aclanthology.org/2020.emnlp-main.639/ 2020-11 7963 7974 Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications Matthew Khoury author Rumen Dangovski author Longwu Ou author Preslav Nakov author Yichen Shen author Li Jing author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication khoury-etal-2020-vector 10.18653/v1/2020.emnlp-main.640 https://aclanthology.org/2020.emnlp-main.640/ 2020-11 7975 7984 The importance of fillers for text representations of speech transcripts Tanvi Dinkar author Pierre Colombo author Matthieu Labeau author Chloé Clavel author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication dinkar-etal-2020-importance 10.18653/v1/2020.emnlp-main.641 https://aclanthology.org/2020.emnlp-main.641/ 2020-11 7985 7993 The role of context in neural pitch accent detection in English Elizabeth Nielsen author Mark Steedman author Sharon Goldwater author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication nielsen-etal-2020-role 10.18653/v1/2020.emnlp-main.642 https://aclanthology.org/2020.emnlp-main.642/ 2020-11 7994 8000 VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls Ramit Sawhney author Piyush Khanna author Arshiya Aggarwal author Taru Jain author Puneet Mathur author Rajiv Ratn Shah author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sawhney-etal-2020-voltage 10.18653/v1/2020.emnlp-main.643 https://aclanthology.org/2020.emnlp-main.643/ 2020-11 8001 8013 Effectively pretraining a speech translation decoder with Machine Translation data Ashkan Alinejad author Anoop Sarkar author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication alinejad-sarkar-2020-effectively 10.18653/v1/2020.emnlp-main.644 https://aclanthology.org/2020.emnlp-main.644/ 2020-11 8014 8020 A Preliminary Exploration of GANs for Keyphrase Generation Avinash Swaminathan author Haimin Zhang author Debanjan Mahata author Rakesh Gosangi author Rajiv Ratn Shah author Amanda Stent author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication swaminathan-etal-2020-preliminary 10.18653/v1/2020.emnlp-main.645 https://aclanthology.org/2020.emnlp-main.645/ 2020-11 8021 8030 TESA: A Task in Entity Semantic Aggregation for Abstractive Summarization Clément Jumel author Annie Louis author Jackie Chi Kit Cheung author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication jumel-etal-2020-tesa 10.18653/v1/2020.emnlp-main.646 https://aclanthology.org/2020.emnlp-main.646/ 2020-11 8031 8050 MLSUM: The Multilingual Summarization Corpus Thomas Scialom author Paul-Alexis Dray author Sylvain Lamprier author Benjamin Piwowarski author Jacopo Staiano author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication scialom-etal-2020-mlsum 10.18653/v1/2020.emnlp-main.647 https://aclanthology.org/2020.emnlp-main.647/ 2020-11 8051 8067 Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles Yao Lu author Yue Dong author Laurent Charlin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lu-etal-2020-multi-xscience 10.18653/v1/2020.emnlp-main.648 https://aclanthology.org/2020.emnlp-main.648/ 2020-11 8068 8074 Intrinsic Evaluation of Summarization Datasets Rishi Bommasani author Claire Cardie author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bommasani-cardie-2020-intrinsic 10.18653/v1/2020.emnlp-main.649 https://aclanthology.org/2020.emnlp-main.649/ 2020-11 8075 8096 Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness Stefan Larson author Anthony Zheng author Anish Mahendran author Rishi Tekriwal author Adrian Cheung author Eric Guldan author Kevin Leach author Jonathan K Kummerfeld author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication larson-etal-2020-iterative 10.18653/v1/2020.emnlp-main.650 https://aclanthology.org/2020.emnlp-main.650/ 2020-11 8097 8106 Conversational Semantic Parsing for Dialog State Tracking Jianpeng Cheng author Devang Agrawal author Héctor Martínez Alonso author Shruti Bhargava author Joris Driesen author Federico Flego author Dain Kaplan author Dimitri Kartsaklis author Lin Li author Dhivya Piraviperumal author Jason D Williams author Hong Yu author Diarmuid Ó Séaghdha author Anders Johannsen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication cheng-etal-2020-conversational 10.18653/v1/2020.emnlp-main.651 https://aclanthology.org/2020.emnlp-main.651/ 2020-11 8107 8117 doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset Song Feng author Hui Wan author Chulaka Gunasekara author Siva Patel author Sachindra Joshi author Luis Lastras author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication feng-etal-2020-doc2dial 10.18653/v1/2020.emnlp-main.652 https://aclanthology.org/2020.emnlp-main.652/ 2020-11 8118 8128 Interview: Large-scale Modeling of Media Dialog with Discourse Patterns and Knowledge Grounding Bodhisattwa Prasad Majumder author Shuyang Li author Jianmo Ni author Julian McAuley author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication majumder-etal-2020-interview 10.18653/v1/2020.emnlp-main.653 https://aclanthology.org/2020.emnlp-main.653/ 2020-11 8129 8141 INSPIRED: Toward Sociable Recommendation Dialog Systems Shirley Anugrah Hayati author Dongyeop Kang author Qingxiaoyang Zhu author Weiyan Shi author Zhou Yu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hayati-etal-2020-inspired 10.18653/v1/2020.emnlp-main.654 https://aclanthology.org/2020.emnlp-main.654/ 2020-11 8142 8152 Information Seeking in the Spirit of Learning: A Dataset for Conversational Curiosity Pedro Rodriguez author Paul Crook author Seungwhan Moon author Zhiguang Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication rodriguez-etal-2020-information 10.18653/v1/2020.emnlp-main.655 https://aclanthology.org/2020.emnlp-main.655/ 2020-11 8153 8172 Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation Emily Dinan author Angela Fan author Adina Williams author Jack Urbanek author Douwe Kiela author Jason Weston author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication dinan-etal-2020-queens 10.18653/v1/2020.emnlp-main.656 https://aclanthology.org/2020.emnlp-main.656/ 2020-11 8173 8188 Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference Xiaoan Ding author Tianyu Liu author Baobao Chang author Zhifang Sui author Kevin Gimpel author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ding-etal-2020-discriminatively 10.18653/v1/2020.emnlp-main.657 https://aclanthology.org/2020.emnlp-main.657/ 2020-11 8189 8202 New Protocols and Negative Results for Textual Entailment Data Collection Samuel R Bowman author Jennimaria Palomaki author Livio Baldini Soares author Emily Pitler author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bowman-etal-2020-new 10.18653/v1/2020.emnlp-main.658 https://aclanthology.org/2020.emnlp-main.658/ 2020-11 8203 8214 The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions Xiang Zhou author Yixin Nie author Hao Tan author Mohit Bansal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhou-etal-2020-curse 10.18653/v1/2020.emnlp-main.659 https://aclanthology.org/2020.emnlp-main.659/ 2020-11 8215 8228 Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start Wenpeng Yin author Nazneen Fatema Rajani author Dragomir Radev author Richard Socher author Caiming Xiong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yin-etal-2020-universal 10.18653/v1/2020.emnlp-main.660 https://aclanthology.org/2020.emnlp-main.660/ 2020-11 8229 8239 ConjNLI: Natural Language Inference Over Conjunctive Sentences Swarnadeep Saha author Yixin Nie author Mohit Bansal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication saha-etal-2020-conjnli 10.18653/v1/2020.emnlp-main.661 https://aclanthology.org/2020.emnlp-main.661/ 2020-11 8240 8252 Data and Representation for Turkish Natural Language Inference Emrah Budur author Rıza Özçelik author Tunga Gungor author Christopher Potts author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication budur-etal-2020-data 10.18653/v1/2020.emnlp-main.662 https://aclanthology.org/2020.emnlp-main.662/ 2020-11 8253 8267 Multitask Learning for Cross-Lingual Transfer of Broad-coverage Semantic Dependencies Maryam Aminian author Mohammad Sadegh Rasooli author Mona Diab author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication aminian-etal-2020-multitask 10.18653/v1/2020.emnlp-main.663 https://aclanthology.org/2020.emnlp-main.663/ 2020-11 8268 8274 Precise Task Formalization Matters in Winograd Schema Evaluations Haokun Liu author William Huang author Dhara Mungra author Samuel R Bowman author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liu-etal-2020-precise 10.18653/v1/2020.emnlp-main.664 https://aclanthology.org/2020.emnlp-main.664/ 2020-11 8275 8280 Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training Joe Stacey author Pasquale Minervini author Haim Dubossarsky author Sebastian Riedel author Tim Rocktäschel author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication stacey-etal-2020-avoiding 10.18653/v1/2020.emnlp-main.665 https://aclanthology.org/2020.emnlp-main.665/ 2020-11 8281 8291 SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery Jiaming Shen author Wenda Qiu author Jingbo Shang author Michelle Vanni author Xiang Ren author Jiawei Han author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shen-etal-2020-synsetexpan 10.18653/v1/2020.emnlp-main.666 https://aclanthology.org/2020.emnlp-main.666/ 2020-11 8292 8307 Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction Tara Safavi author Danai Koutra author Edgar Meij author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication safavi-etal-2020-evaluating 10.18653/v1/2020.emnlp-main.667 https://aclanthology.org/2020.emnlp-main.667/ 2020-11 8308 8321 Text Graph Transformer for Document Classification Haopeng Zhang author Jiawei Zhang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-zhang-2020-text 10.18653/v1/2020.emnlp-main.668 https://aclanthology.org/2020.emnlp-main.668/ 2020-11 8322 8327 CoDEx: A Comprehensive Knowledge Graph Completion Benchmark Tara Safavi author Danai Koutra author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication safavi-koutra-2020-codex 10.18653/v1/2020.emnlp-main.669 https://aclanthology.org/2020.emnlp-main.669/ 2020-11 8328 8350 META: Metadata-Empowered Weak Supervision for Text Classification Dheeraj Mekala author Xinyang Zhang author Jingbo Shang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication mekala-etal-2020-meta 10.18653/v1/2020.emnlp-main.670 https://aclanthology.org/2020.emnlp-main.670/ 2020-11 8351 8361 Towards More Accurate Uncertainty Estimation In Text Classification Jianfeng He author Xuchao Zhang author Shuo Lei author Zhiqian Chen author Fanglan Chen author Abdulaziz Alhamadani author Bei Xiao author ChangTien Lu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication he-etal-2020-towards 10.18653/v1/2020.emnlp-main.671 https://aclanthology.org/2020.emnlp-main.671/ 2020-11 8362 8372 Chapter Captor: Text Segmentation in Novels Charuta Pethe author Allen Kim author Steve Skiena author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication pethe-etal-2020-chapter 10.18653/v1/2020.emnlp-main.672 https://aclanthology.org/2020.emnlp-main.672/ 2020-11 8373 8383 Authorship Attribution for Neural Text Generation Adaku Uchendu author Thai Le author Kai Shu author Dongwon Lee author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication uchendu-etal-2020-authorship 10.18653/v1/2020.emnlp-main.673 https://aclanthology.org/2020.emnlp-main.673/ 2020-11 8384 8395 NwQM: A neural quality assessment framework for Wikipedia Bhanu Prakash Reddy Guda author Sasi Bhushan Seelaboyina author Soumya Sarkar author Animesh Mukherjee author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication guda-etal-2020-nwqm 10.18653/v1/2020.emnlp-main.674 https://aclanthology.org/2020.emnlp-main.674/ 2020-11 8396 8406 Towards Modeling Revision Requirements in wikiHow Instructions Irshad Bhat author Talita Anthonio author Michael Roth author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bhat-etal-2020-towards 10.18653/v1/2020.emnlp-main.675 https://aclanthology.org/2020.emnlp-main.675/ 2020-11 8407 8414 Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations Ramit Sawhney author Shivam Agarwal author Arnav Wadhwa author Rajiv Ratn Shah author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sawhney-etal-2020-deep 10.18653/v1/2020.emnlp-main.676 https://aclanthology.org/2020.emnlp-main.676/ 2020-11 8415 8426 Natural Language Processing for Achieving Sustainable Development: the Case of Neural Labelling to Enhance Community Profiling Costanza Conforti author Stephanie Hirmer author Dai Morgan author Marco Basaldella author Yau Ben Or author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication conforti-etal-2020-natural 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(EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-competence 10.18653/v1/2020.emnlp-main.679 https://aclanthology.org/2020.emnlp-main.679/ 2020-11 8456 8466 Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses Simon Flachs author Ophélie Lacroix author Helen Yannakoudakis author Marek Rei author Anders Søgaard author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication flachs-etal-2020-grammatical 10.18653/v1/2020.emnlp-main.680 https://aclanthology.org/2020.emnlp-main.680/ 2020-11 8467 8478 Deconstructing word embedding algorithms Kian Kenyon-Dean author Edward Newell author Jackie Chi Kit Cheung author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kenyon-dean-etal-2020-deconstructing 10.18653/v1/2020.emnlp-main.681 https://aclanthology.org/2020.emnlp-main.681/ 2020-11 8479 8484 Sequential Modelling of the Evolution of Word Representations for Semantic Change Detection Adam Tsakalidis author Maria Liakata author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication tsakalidis-liakata-2020-sequential 10.18653/v1/2020.emnlp-main.682 https://aclanthology.org/2020.emnlp-main.682/ 2020-11 8485 8497 Sparsity Makes Sense: Word Sense Disambiguation Using Sparse Contextualized Word Representations Gábor Berend author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication berend-2020-sparsity 10.18653/v1/2020.emnlp-main.683 https://aclanthology.org/2020.emnlp-main.683/ 2020-11 8498 8508 Exploring Semantic Capacity of Terms Jie Huang author Zilong Wang author Kevin Chang author Wen-mei Hwu author JinJun Xiong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication huang-etal-2020-exploring 10.18653/v1/2020.emnlp-main.684 https://aclanthology.org/2020.emnlp-main.684/ 2020-11 8509 8518 Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks Shubham Toshniwal author Sam Wiseman author Allyson Ettinger author Karen Livescu author Kevin Gimpel author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication toshniwal-etal-2020-learning 10.18653/v1/2020.emnlp-main.685 https://aclanthology.org/2020.emnlp-main.685/ 2020-11 8519 8526 Revealing the Myth of Higher-Order Inference in Coreference Resolution Liyan Xu author Jinho D Choi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xu-choi-2020-revealing 10.18653/v1/2020.emnlp-main.686 https://aclanthology.org/2020.emnlp-main.686/ 2020-11 8527 8533 Pre-training Mention Representations in Coreference Models Yuval Varkel author Amir Globerson author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication varkel-globerson-2020-pre 10.18653/v1/2020.emnlp-main.687 https://aclanthology.org/2020.emnlp-main.687/ 2020-11 8534 8540 Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning Deren Lei author Gangrong Jiang author Xiaotao Gu author Kexuan Sun author Yuning Mao author Xiang Ren author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lei-etal-2020-learning 10.18653/v1/2020.emnlp-main.688 https://aclanthology.org/2020.emnlp-main.688/ 2020-11 8541 8547 Exploring Contextualized Neural Language Models for Temporal Dependency Parsing Hayley Ross author Jonathon Cai author Bonan Min author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication ross-etal-2020-exploring 10.18653/v1/2020.emnlp-main.689 https://aclanthology.org/2020.emnlp-main.689/ 2020-11 8548 8553 Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction Patrick Hohenecker author Frank Mtumbuka author Vid Kocijan author Thomas Lukasiewicz author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hohenecker-etal-2020-systematic 10.18653/v1/2020.emnlp-main.690 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editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication dognin-etal-2020-dualtkb 10.18653/v1/2020.emnlp-main.694 https://aclanthology.org/2020.emnlp-main.694/ 2020-11 8605 8616 Incremental Neural Coreference Resolution in Constant Memory Patrick Xia author João Sedoc author Benjamin Van Durme author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xia-etal-2020-incremental 10.18653/v1/2020.emnlp-main.695 https://aclanthology.org/2020.emnlp-main.695/ 2020-11 8617 8624 Improving Low Compute Language Modeling with In-Domain Embedding Initialisation Charles Welch author Rada Mihalcea author Jonathan K Kummerfeld author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication welch-etal-2020-improving 10.18653/v1/2020.emnlp-main.696 https://aclanthology.org/2020.emnlp-main.696/ 2020-11 8625 8634 KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation Wenhu Chen author Yu Su author Xifeng Yan author William Yang Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication chen-etal-2020-kgpt 10.18653/v1/2020.emnlp-main.697 https://aclanthology.org/2020.emnlp-main.697/ 2020-11 8635 8648 POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training Yizhe Zhang author Guoyin Wang author Chunyuan Li author Zhe Gan author Chris Brockett author Bill Dolan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-pointer 10.18653/v1/2020.emnlp-main.698 https://aclanthology.org/2020.emnlp-main.698/ 2020-11 8649 8670 Unsupervised Text Style Transfer with Padded Masked Language Models Eric Malmi author Aliaksei Severyn author Sascha Rothe author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication malmi-etal-2020-unsupervised 10.18653/v1/2020.emnlp-main.699 https://aclanthology.org/2020.emnlp-main.699/ 2020-11 8671 8680 PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation Bin Bi author Chenliang Li author Chen Wu author Ming Yan author Wei Wang author Songfang Huang author Fei Huang author Luo Si author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bi-etal-2020-palm 10.18653/v1/2020.emnlp-main.700 https://aclanthology.org/2020.emnlp-main.700/ 2020-11 8681 8691 Gradient-guided Unsupervised Lexically Constrained Text Generation Lei Sha author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sha-2020-gradient 10.18653/v1/2020.emnlp-main.701 https://aclanthology.org/2020.emnlp-main.701/ 2020-11 8692 8703 TeaForN: Teacher-Forcing with N-grams Sebastian Goodman author Nan Ding author Radu Soricut author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication goodman-etal-2020-teaforn 10.18653/v1/2020.emnlp-main.702 https://aclanthology.org/2020.emnlp-main.702/ 2020-11 8704 8717 Experience Grounds Language Yonatan Bisk author Ari Holtzman author Jesse Thomason author Jacob Andreas author Yoshua Bengio author Joyce Chai author Mirella Lapata author Angeliki Lazaridou author Jonathan May author Aleksandr Nisnevich author Nicolas Pinto author Joseph Turian author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bisk-etal-2020-experience 10.18653/v1/2020.emnlp-main.703 https://aclanthology.org/2020.emnlp-main.703/ 2020-11 8718 8735 Keep CALM and Explore: Language Models for Action Generation in Text-based Games Shunyu Yao author Rohan Rao author Matthew Hausknecht author Karthik Narasimhan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication yao-etal-2020-keep 10.18653/v1/2020.emnlp-main.704 https://aclanthology.org/2020.emnlp-main.704/ 2020-11 8736 8754 CapWAP: Image Captioning with a Purpose Adam Fisch author Kenton Lee author Ming-Wei Chang author Jonathan Clark author Regina Barzilay author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fisch-etal-2020-capwap 10.18653/v1/2020.emnlp-main.705 https://aclanthology.org/2020.emnlp-main.705/ 2020-11 8755 8768 What is More Likely to Happen Next? Video-and-Language Future Event Prediction Jie Lei author Licheng Yu author Tamara Berg author Mohit Bansal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lei-etal-2020-likely 10.18653/v1/2020.emnlp-main.706 https://aclanthology.org/2020.emnlp-main.706/ 2020-11 8769 8784 X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers Jaemin Cho author Jiasen Lu author Dustin Schwenk author Hannaneh Hajishirzi author Aniruddha Kembhavi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication cho-etal-2020-x 10.18653/v1/2020.emnlp-main.707 https://aclanthology.org/2020.emnlp-main.707/ 2020-11 8785 8805 Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations Wanrong Zhu author Xin Wang author Pradyumna Narayana author Kazoo Sone author Sugato Basu author William Yang Wang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhu-etal-2020-towards-understanding 10.18653/v1/2020.emnlp-main.708 https://aclanthology.org/2020.emnlp-main.708/ 2020-11 8806 8811 Beyond Instructional Videos: Probing for More Diverse Visual-Textual Grounding on YouTube Jack Hessel author Zhenhai Zhu author Bo Pang author Radu Soricut author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hessel-etal-2020-beyond 10.18653/v1/2020.emnlp-main.709 https://aclanthology.org/2020.emnlp-main.709/ 2020-11 8812 8822 Hierarchical Graph Network for Multi-hop Question Answering Yuwei Fang author Siqi Sun author Zhe Gan author Rohit Pillai author Shuohang Wang author Jingjing Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fang-etal-2020-hierarchical 10.18653/v1/2020.emnlp-main.710 https://aclanthology.org/2020.emnlp-main.710/ 2020-11 8823 8838 A Simple Yet Strong Pipeline for HotpotQA Dirk Groeneveld author Tushar Khot author Mausam author Ashish Sabharwal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication groeneveld-etal-2020-simple 10.18653/v1/2020.emnlp-main.711 https://aclanthology.org/2020.emnlp-main.711/ 2020-11 8839 8845 Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning Harsh Trivedi author Niranjan Balasubramanian author Tushar Khot author Ashish Sabharwal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication trivedi-etal-2020-multihop 10.18653/v1/2020.emnlp-main.712 https://aclanthology.org/2020.emnlp-main.712/ 2020-11 8846 8863 Unsupervised Question Decomposition for Question Answering Ethan Perez author Patrick Lewis author Wen-tau Yih author Kyunghyun Cho author Douwe Kiela author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication perez-etal-2020-unsupervised 10.18653/v1/2020.emnlp-main.713 https://aclanthology.org/2020.emnlp-main.713/ 2020-11 8864 8880 SRLGRN: Semantic Role Labeling Graph Reasoning Network Chen Zheng author Parisa Kordjamshidi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zheng-kordjamshidi-2020-srlgrn 10.18653/v1/2020.emnlp-main.714 https://aclanthology.org/2020.emnlp-main.714/ 2020-11 8881 8891 CancerEmo: A Dataset for Fine-Grained Emotion Detection Tiberiu Sosea author Cornelia Caragea author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication sosea-caragea-2020-canceremo 10.18653/v1/2020.emnlp-main.715 https://aclanthology.org/2020.emnlp-main.715/ 2020-11 8892 8904 Exploring the Role of Argument Structure in Online Debate Persuasion Jialu Li author Esin Durmus author Claire Cardie author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-exploring-role 10.18653/v1/2020.emnlp-main.716 https://aclanthology.org/2020.emnlp-main.716/ 2020-11 8905 8912 Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations Emily Allaway author Kathleen McKeown author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication allaway-mckeown-2020-zero 10.18653/v1/2020.emnlp-main.717 https://aclanthology.org/2020.emnlp-main.717/ 2020-11 8913 8931 Sentiment Analysis of Tweets using Heterogeneous Multi-layer Network Representation and Embedding Loitongbam Gyanendro Singh author Anasua Mitra author Sanasam Ranbir Singh author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication gyanendro-singh-etal-2020-sentiment 10.18653/v1/2020.emnlp-main.718 https://aclanthology.org/2020.emnlp-main.718/ 2020-11 8932 8946 Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning Amir Pouran Ben Veyseh author Nasim Nouri author Franck Dernoncourt author Dejing Dou author Thien Huu Nguyen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication pouran-ben-veyseh-etal-2020-introducing 10.18653/v1/2020.emnlp-main.719 https://aclanthology.org/2020.emnlp-main.719/ 2020-11 8947 8956 EmoTag1200: Understanding the Association between Emojis and Emotions Abu Awal Md Shoeb author Gerard de Melo author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shoeb-de-melo-2020-emotag1200 10.18653/v1/2020.emnlp-main.720 https://aclanthology.org/2020.emnlp-main.720/ 2020-11 8957 8967 MIME: MIMicking Emotions for Empathetic Response Generation Navonil Majumder author Pengfei Hong author Shanshan Peng author Jiankun Lu author Deepanway Ghosal author Alexander Gelbukh author Rada Mihalcea author Soujanya Poria author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication majumder-etal-2020-mime 10.18653/v1/2020.emnlp-main.721 https://aclanthology.org/2020.emnlp-main.721/ 2020-11 8968 8979 Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning Tao Shen author Yi Mao author Pengcheng He author Guodong Long author Adam Trischler author Weizhu Chen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication shen-etal-2020-exploiting 10.18653/v1/2020.emnlp-main.722 https://aclanthology.org/2020.emnlp-main.722/ 2020-11 8980 8994 Named Entity Recognition Only from Word Embeddings Ying Luo author Hai Zhao author Junlang Zhan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication luo-etal-2020-named 10.18653/v1/2020.emnlp-main.723 https://aclanthology.org/2020.emnlp-main.723/ 2020-11 8995 9005 Text Classification Using Label Names Only: A Language Model Self-Training Approach Yu Meng author Yunyi Zhang author Jiaxin Huang author Chenyan Xiong author Heng Ji author Chao Zhang author Jiawei Han author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication meng-etal-2020-text 10.18653/v1/2020.emnlp-main.724 https://aclanthology.org/2020.emnlp-main.724/ 2020-11 9006 9017 Neural Topic Modeling with Cycle-Consistent Adversarial Training Xuemeng Hu author Rui Wang author Deyu Zhou author Yuxuan Xiong author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hu-etal-2020-neural 10.18653/v1/2020.emnlp-main.725 https://aclanthology.org/2020.emnlp-main.725/ 2020-11 9018 9030 Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation Ruibo Liu author Guangxuan Xu author Chenyan Jia author Weicheng Ma author Lili Wang author Soroush Vosoughi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication liu-etal-2020-data 10.18653/v1/2020.emnlp-main.726 https://aclanthology.org/2020.emnlp-main.726/ 2020-11 9031 9041 A State-independent and Time-evolving Network for Early Rumor Detection in Social Media Rui Xia author Kaizhou Xuan author Jianfei Yu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication xia-etal-2020-state 10.18653/v1/2020.emnlp-main.727 https://aclanthology.org/2020.emnlp-main.727/ 2020-11 9042 9051 PyMT5: multi-mode translation of natural language and Python code with transformers Colin Clement author Dawn Drain author Jonathan Timcheck author Alexey Svyatkovskiy author Neel Sundaresan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication clement-etal-2020-pymt5 10.18653/v1/2020.emnlp-main.728 https://aclanthology.org/2020.emnlp-main.728/ 2020-11 9052 9065 PathQG: Neural Question Generation from Facts Siyuan Wang author Zhongyu Wei author Zhihao Fan author Zengfeng Huang author Weijian Sun author Qi Zhang author Xuanjing Huang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication wang-etal-2020-pathqg 10.18653/v1/2020.emnlp-main.729 https://aclanthology.org/2020.emnlp-main.729/ 2020-11 9066 9075 What time is it? Temporal Analysis of Novels Allen Kim author Charuta Pethe author Steve Skiena author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kim-etal-2020-time 10.18653/v1/2020.emnlp-main.730 https://aclanthology.org/2020.emnlp-main.730/ 2020-11 9076 9086 COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim author Tal Linzen author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kim-linzen-2020-cogs 10.18653/v1/2020.emnlp-main.731 https://aclanthology.org/2020.emnlp-main.731/ 2020-11 9087 9105 An Analysis of Natural Language Inference Benchmarks through the Lens of Negation Md Mosharaf Hossain author Venelin Kovatchev author Pranoy Dutta author Tiffany Kao author Elizabeth Wei author Eduardo Blanco author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication hossain-etal-2020-analysis 10.18653/v1/2020.emnlp-main.732 https://aclanthology.org/2020.emnlp-main.732/ 2020-11 9106 9118 On the Sentence Embeddings from Pre-trained Language Models Bohan Li author Hao Zhou author Junxian He author Mingxuan Wang author Yiming Yang author Lei Li author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-sentence 10.18653/v1/2020.emnlp-main.733 https://aclanthology.org/2020.emnlp-main.733/ 2020-11 9119 9130 What Can We Learn from Collective Human Opinions on Natural Language Inference Data? Yixin Nie author Xiang Zhou author Mohit Bansal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication nie-etal-2020-learn 10.18653/v1/2020.emnlp-main.734 https://aclanthology.org/2020.emnlp-main.734/ 2020-11 9131 9143 Improving Text Generation with Student-Forcing Optimal Transport Jianqiao Li author Chunyuan Li author Guoyin Wang author Hao Fu author Yuhchen Lin author Liqun Chen author Yizhe Zhang author Chenyang Tao author Ruiyi Zhang author Wenlin Wang author Dinghan Shen author Qian Yang author Lawrence Carin author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-improving-text 10.18653/v1/2020.emnlp-main.735 https://aclanthology.org/2020.emnlp-main.735/ 2020-11 9144 9156 UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation Jian Guan author Minlie Huang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication guan-huang-2020-union 10.18653/v1/2020.emnlp-main.736 https://aclanthology.org/2020.emnlp-main.736/ 2020-11 9157 9166 F⌃2-Softmax: Diversifying Neural Text Generation via Frequency Factorized Softmax Byung-Ju Choi author Jimin Hong author David Park author Sang Wan Lee author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication choi-etal-2020-f 10.18653/v1/2020.emnlp-main.737 https://aclanthology.org/2020.emnlp-main.737/ 2020-11 9167 9182 Partially-Aligned Data-to-Text Generation with Distant Supervision Zihao Fu author Bei Shi author Wai Lam author Lidong Bing author Zhiyuan Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication fu-etal-2020-partially 10.18653/v1/2020.emnlp-main.738 https://aclanthology.org/2020.emnlp-main.738/ 2020-11 9183 9193 Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions Bodhisattwa Prasad Majumder author Harsh Jhamtani author Taylor Berg-Kirkpatrick author Julian McAuley author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication majumder-etal-2020-like 10.18653/v1/2020.emnlp-main.739 https://aclanthology.org/2020.emnlp-main.739/ 2020-11 9194 9206 A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning Yichi Zhang author Zhijian Ou author Min Hu author Junlan Feng author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhang-etal-2020-probabilistic 10.18653/v1/2020.emnlp-main.740 https://aclanthology.org/2020.emnlp-main.740/ 2020-11 9207 9219 The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection Zibo Lin author Deng Cai author Yan Wang author Xiaojiang Liu author Haitao Zheng author Shuming Shi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication lin-etal-2020-world 10.18653/v1/2020.emnlp-main.741 https://aclanthology.org/2020.emnlp-main.741/ 2020-11 9220 9229 GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue Systems Lishan Huang author Zheng Ye author Jinghui Qin author Liang Lin author Xiaodan Liang author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication huang-etal-2020-grade 10.18653/v1/2020.emnlp-main.742 https://aclanthology.org/2020.emnlp-main.742/ 2020-11 9230 9240 MedDialog: Large-scale Medical Dialogue Datasets Guangtao Zeng author Wenmian Yang author Zeqian Ju author Yue Yang author Sicheng Wang author Ruisi Zhang author Meng Zhou author Jiaqi Zeng author Xiangyu Dong author Ruoyu Zhang author Hongchao Fang author Penghui Zhu author Shu Chen author Pengtao Xie author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zeng-etal-2020-meddialog 10.18653/v1/2020.emnlp-main.743 https://aclanthology.org/2020.emnlp-main.743/ 2020-11 9241 9250 An information theoretic view on selecting linguistic probes Zining Zhu author Frank Rudzicz author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication zhu-rudzicz-2020-information 10.18653/v1/2020.emnlp-main.744 https://aclanthology.org/2020.emnlp-main.744/ 2020-11 9251 9262 With Little Power Comes Great Responsibility Dallas Card author Peter Henderson author Urvashi Khandelwal author Robin Jia author Kyle Mahowald author Dan Jurafsky author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication card-etal-2020-little 10.18653/v1/2020.emnlp-main.745 https://aclanthology.org/2020.emnlp-main.745/ 2020-11 9263 9274 Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics Swabha Swayamdipta author Roy Schwartz author Nicholas Lourie author Yizhong Wang author Hannaneh Hajishirzi author Noah A Smith author Yejin Choi author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication swayamdipta-etal-2020-dataset 10.18653/v1/2020.emnlp-main.746 https://aclanthology.org/2020.emnlp-main.746/ 2020-11 9275 9293 Evaluating and Characterizing Human Rationales Samuel Carton author Anirudh Rathore author Chenhao Tan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication carton-etal-2020-evaluating 10.18653/v1/2020.emnlp-main.747 https://aclanthology.org/2020.emnlp-main.747/ 2020-11 9294 9307 On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Jonathan Pilault author Raymond Li author Sandeep Subramanian author Chris Pal author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication pilault-etal-2020-extractive 10.18653/v1/2020.emnlp-main.748 https://aclanthology.org/2020.emnlp-main.748/ 2020-11 9308 9319 Multi-Fact Correction in Abstractive Text Summarization Yue Dong author Shuohang Wang author Zhe Gan author Yu Cheng author Jackie Chi Kit Cheung author Jingjing Liu author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication dong-etal-2020-multi 10.18653/v1/2020.emnlp-main.749 https://aclanthology.org/2020.emnlp-main.749/ 2020-11 9320 9331 Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kryscinski author Bryan McCann author Caiming Xiong author Richard Socher author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication kryscinski-etal-2020-evaluating 10.18653/v1/2020.emnlp-main.750 https://aclanthology.org/2020.emnlp-main.750/ 2020-11 9332 9346 Re-evaluating Evaluation in Text Summarization Manik Bhandari author Pranav Narayan Gour author Atabak Ashfaq author Pengfei Liu author Graham Neubig author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication bhandari-etal-2020-evaluating 10.18653/v1/2020.emnlp-main.751 https://aclanthology.org/2020.emnlp-main.751/ 2020-11 9347 9359 VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles Mingzhe Li author Xiuying Chen author Shen Gao author Zhangming Chan author Dongyan Zhao author Rui Yan author 2020-11 text Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) Bonnie Webber editor Trevor Cohn editor Yulan He editor Yang Liu editor Association for Computational Linguistics Online conference publication li-etal-2020-vmsmo 10.18653/v1/2020.emnlp-main.752 https://aclanthology.org/2020.emnlp-main.752/ 2020-11 9360 9369