EMNLP

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

Neural Related Work Summarization with a Joint Context-driven Attention Mechanism

Yongzhen Wang, Xiaozhong Liu, Zheng Gao

Comments 11 pages, 3 figures, in the Proceedings of EMNLP 2018

SMRT Chatbots: Improving Non-Task-Oriented Dialog with Simulated Multiple Reference Training

Huda Khayrallah, João Sedoc

Comments EMNLP 2020 Camera Ready

Exploring BERT's Sensitivity to Lexical Cues using Tests from Semantic Priming

Kanishka Misra, Allyson Ettinger, Julia Taylor Rayz

Comments Accepted for publication in Findings of ACL: EMNLP 2020

Simulated Multiple Reference Training Improves Low-Resource Machine Translation

Huda Khayrallah, Brian Thompson, Matt Post, Philipp Koehn

Comments EMNLP 2020 camera ready

EdinburghNLP at WNUT-2020 Task 2: Leveraging Transformers with Generalized Augmentation for Identifying Informativeness in COVID-19 Tweets

Nickil Maveli

Comments Accepted at W-NUT workshop of EMNLP 2020 (7 pages, 6 figures, 3 tables)

Investigating Failures of Automatic Translation in the Case of Unambiguous Gender

Adithya Renduchintala, Adina Williams

Comments 10 pages, 2 figures, 4 tables, submitting to EMNLP 2021

SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings

Masoud Jalili Sabet, Philipp Dufter, François Yvon, Hinrich Schütze

Comments EMNLP (Findings) 2020

Simultaneous Multi-Pivot Neural Machine Translation

Raj Dabre, Aizhan Imankulova, Masahiro Kaneko, Abhisek Chakrabarty

Comments preliminary work. pardon the messy writing and mistakes. will be submitted to emnlp after major overhaul

SetConv: A New Approach for Learning from Imbalanced Data

Yang Gao, Yi-Fan Li, Yu Lin, Charu Aggarwal, Latifur Khan

Comments Accepted by EMNLP 2020 (11 pages, 9 figures)

Aspect Based Sentiment Analysis with Aspect-Specific Opinion Spans

Lu Xu, Lidong Bing, Wei Lu, Fei Huang

Comments EMNLP 2020

Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast-Choose Three

Steven Reich, David Mueller, Nicholas Andrews

Comments EMNLP 2020. v2: Changed formatting of title in metadata; no other changes