EMNLP

Social Chemistry 101: Learning to Reason about Social and Moral Norms

Maxwell Forbes, Jena D. Hwang, Vered Shwartz, Maarten Sap, Yejin Choi

Comments Published at EMNLP 2020

A Streaming Approach For Efficient Batched Beam Search

Kevin Yang, Violet Yao, John DeNero, Dan Klein

Comments EMNLP 2020

A Deep Neural Information Fusion Architecture for Textual Network Embeddings

Zenan Xu, Qinliang Su, Xiaojun Quan, Weijia Zhang

Comments To appear at EMNLP-IJCNLP 2019 (Conference on Empirical Methods in Natural Language Processing & International Joint Conference on Natural Language Processing 2019)

Distilling Transformers for Neural Cross-Domain Search

Colin B. Clement, Chen Wu, Dawn Drain, Neel Sundaresan

Comments 4 pages, 1 figure, emnlp formatting

Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!

Bruno Taillé, Vincent Guigue, Geoffrey Scoutheeten, Patrick Gallinari

Comments Accepted at EMNLP 2020

Inserting Information Bottlenecks for Attribution in Transformers

Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin

Comments refine formula

Journal ref In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings (pp. 3850-3857)

Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning

Lianhui Qin, Vered Shwartz, Peter West, Chandra Bhagavatula, Jena Hwang, Ronan Le Bras, Antoine Bosselut, Yejin Choi

Comments EMNLP 2020

What's so special about BERT's layers? A closer look at the NLP pipeline in monolingual and multilingual models

Wietse de Vries, Andreas van Cranenburgh, Malvina Nissim

Comments Accepted at Findings of EMNLP 2020 (camera-ready)

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2020

A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining

Jiahua Chen, Shuai Wang, Sahisnu Mazumder, Bing Liu

Comments Accepted to Proceedings of EMNLP 2020 (Findings)

Form2Seq : A Framework for Higher-Order Form Structure Extraction

Milan Aggarwal, Hiresh Gupta, Mausoom Sarkar, Balaji Krishnamurthy

Comments This paper has been presented at EMNLP 2020

Text2App: A Framework for Creating Android Apps from Text Descriptions

Masum Hasan, Kazi Sajeed Mehrab, Wasi Uddin Ahmad, Rifat Shahriyar

Comments Submitted to EMNLP 2021 System Demonstrations

Adaptive Attentional Network for Few-Shot Knowledge Graph Completion

Jiawei Sheng, Shu Guo, Zhenyu Chen, Juwei Yue, Lihong Wang, Tingwen Liu, Hongbo Xu

Comments 11 pages, 3 figures

Journal ref EMNLP 2020

Probabilistic Predictions of People Perusing: Evaluating Metrics of Language Model Performance for Psycholinguistic Modeling

Yiding Hao, Simon Mendelsohn, Rachel Sterneck, Randi Martinez, Robert Frank

Comments To appear in the proceedings of the Cognitive Modeling and Computational Linguistics workshop (CMCL) at EMNLP 2020

Continuity of Topic, Interaction, and Query: Learning to Quote in Online Conversations

Lingzhi Wang, Jing Li, Xingshan Zeng, Haisong Zhang, Kam-Fai Wong

Comments Accepted by EMNLP 2020, updated with dataset link

Topics to Avoid: Demoting Latent Confounds in Text Classification

Sachin Kumar, Shuly Wintner, Noah A. Smith, Yulia Tsvetkov

Comments 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)

Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP

John Chen, Ian Berlot-Attwell, Safwan Hossain, Xindi Wang, Frank Rudzicz

Comments Best paper award at 3rd Clinical Natural Language Processing Workshop at EMNLP 2020

Journal ref Proceedings of the 3rd Clinical Natural Language Processing Workshop (2020), pages 301--312

AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data

Silei Xu, Sina J. Semnani, Giovanni Campagna, Monica S. Lam

Comments To appear in EMNLP 2020

MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics

Anthony Chen, Gabriel Stanovsky, Sameer Singh, Matt Gardner

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

Multi-Step Inference for Reasoning Over Paragraphs

Jiangming Liu, Matt Gardner, Shay B. Cohen, Mirella Lapata

Comments accepted by EMNLP 2020

Interactive Refinement of Cross-Lingual Word Embeddings

Michelle Yuan, Mozhi Zhang, Benjamin Van Durme, Leah Findlater, Jordan Boyd-Graber

Comments EMNLP 2020; first two authors contribute equally

More Embeddings, Better Sequence Labelers?

Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

Comments Accepted to Findings of EMNLP 2020. Camera-ready, 16 pages

Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training

Joe Stacey, Pasquale Minervini, Haim Dubossarsky, Sebastian Riedel, Tim Rocktäschel

Comments Accepted at EMNLP 2020

Multilingual Offensive Language Identification for Low-resource Languages

Tharindu Ranasinghe, Marcos Zampieri

Comments Accepted to ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP). This is an extended version of a paper accepted to EMNLP. arXiv admin note: substantial text overlap with arXiv:2010.05324

Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation

Zhong Zhou, Matthias Sperber, Alex Waibel

Comments Accepted at 2018 Third Conference on Machine Translation (WMT18)

Journal ref Proceedings of the 3rd conference on Machine Translation Worshop of the 23rd Conference on Empirical Methods in Natural Language Processing. 2018

Conversational Semantic Parsing for Dialog State Tracking

Jianpeng Cheng, Devang Agrawal, Hector Martinez Alonso, Shruti Bhargava, Joris Driesen, Federico Flego, Shaona Ghosh, Dain Kaplan, Dimitri Kartsaklis, Lin Li, Dhivya Piraviperumal, Jason D Williams, Hong Yu, Diarmuid O Seaghdha, Anders Johannsen

Comments Publish as a conference paper at EMNLP 2020

HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data

Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Wang

Comments Accepted to Proceedings of EMNLP 2020 (Findings)

Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding

Samson Tan, Shafiq Joty, Lav R. Varshney, Min-Yen Kan

Comments Published in the Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing

Journal ref 2020.emnlp-main.455

DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling

Jiecao Chen, Liu Yang, Karthik Raman, Michael Bendersky, Jung-Jung Yeh, Yun Zhou, Marc Najork, Danyang Cai, Ehsan Emadzadeh

Comments 13 pages. Accepted to Findings of EMNLP 2020

Assessing Robustness of Text Classification through Maximal Safe Radius Computation

Emanuele La Malfa, Min Wu, Luca Laurenti, Benjie Wang, Anthony Hartshorn, Marta Kwiatkowska

Comments 12 pages + appendix

Journal ref EMNLP-Findings2020

Joint Constrained Learning for Event-Event Relation Extraction

Haoyu Wang, Muhao Chen, Hongming Zhang, Dan Roth

Comments EMNLP 2020