EMNLP

"It doesn't look good for a date": Transforming Critiques into Preferences for Conversational Recommendation Systems

Victor S. Bursztyn, Jennifer Healey, Nedim Lipka, Eunyee Koh, Doug Downey, Larry Birnbaum

Comments Accepted to EMNLP 2021's main conference

Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects

Katherine A. Keith, Douglas Rice, Brendan O'Connor

Comments Accepted to Causal Inference and NLP (CI+NLP) Workshop at EMNLP 2021

Journal ref Causal Inference and NLP (CI+NLP) Workshop at EMNLP 2021

Dialogue State Tracking with a Language Model using Schema-Driven Prompting

Chia-Hsuan Lee, Hao Cheng, Mari Ostendorf

Comments Accepted to EMNLP 2021

Cross-Register Projection for Headline Part of Speech Tagging

Adrian Benton, Hanyang Li, Igor Malioutov

Comments EMNLP 2021

EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation

Chenhe Dong, Guangrun Wang, Hang Xu, Jiefeng Peng, Xiaozhe Ren, Xiaodan Liang

Comments Findings of EMNLP 2021

Levenshtein Training for Word-level Quality Estimation

Shuoyang Ding, Marcin Junczys-Dowmunt, Matt Post, Philipp Koehn

Comments 10 pages, 1 figure, Accepted to EMNLP 2021. Fixed a minor typo in Table 2 (en-zh WMT20 best result)

Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension

Yiyang Li, Hai Zhao

Comments Accepted by EMNLP 2021 Findings

Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis

Wei Han, Hui Chen, Soujanya Poria

Comments Accepted as a long paper at EMNLP 2021

Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN

Rahma Chaabouni, Roberto Dessì, Eugene Kharitonov

Comments BlackboxNLP workshop, EMNLP 2021

I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product Reviews

James O'Neill, Polina Rozenshtein, Ryuichi Kiryo, Motoko Kubota, Danushka Bollegala

Comments Accepted to EMNLP 2021

Efficient Domain Adaptation of Language Models via Adaptive Tokenization

Vin Sachidananda, Jason S. Kessler, Yi-an Lai

Comments 11 pages. SustaiNLP workshop at EMNLP 2021

Comparing Text Representations: A Theory-Driven Approach

Gregory Yauney, David Mimno

Journal ref Published in EMNLP 2021

Challenges in Detoxifying Language Models

Johannes Welbl, Amelia Glaese, Jonathan Uesato, Sumanth Dathathri, John Mellor, Lisa Anne Hendricks, Kirsty Anderson, Pushmeet Kohli, Ben Coppin, Po-Sen Huang

Comments 23 pages, 6 figures, published in Findings of EMNLP 2021

SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations

Hooman Sedghamiz, Shivam Raval, Enrico Santus, Tuka Alhanai, Mohammad Ghassemi

Comments short paper, EMNLP 2021, Findings

Topic Transferable Table Question Answering

Saneem Ahmed Chemmengath, Vishwajeet Kumar, Samarth Bharadwaj, Jaydeep Sen, Mustafa Canim, Soumen Chakrabarti, Alfio Gliozzo, Karthik Sankaranarayanan

Comments To appear at EMNLP 2021

Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training

Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei

Comments EMNLP 2021

Predicting Anti-Asian Hateful Users on Twitter during COVID-19

Jisun An, Haewoon Kwak, Claire Seungeun Lee, Bogang Jun, Yong-Yeol Ahn

Comments Accepted at Findings of EMNLP 2021. Please cite our EMNLP Findings 2021 paper!

Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context

Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li

Comments 10 pages, 4 figures, EMNLP 2021,code: https://github.com/xnliang98/uke_ccrank

Regressive Ensemble for Machine Translation Quality Evaluation

Michal Štefánik, Vít Novotný, Petr Sojka

Comments 8 pages incl. references, Proceedings of EMNLP 2021 Sixth Conference on Machine Translation (WMT 21)

Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders

Giangiacomo Mercatali, André Freitas

Comments Findings of EMNLP 2021

Can Language Models be Biomedical Knowledge Bases?

Mujeen Sung, Jinhyuk Lee, Sean Yi, Minji Jeon, Sungdong Kim, Jaewoo Kang

Comments EMNLP 2021. Code available at https://github.com/dmis-lab/BioLAMA

Incorporating Residual and Normalization Layers into Analysis of Masked Language Models

Goro Kobayashi, Tatsuki Kuribayashi, Sho Yokoi, Kentaro Inui

Comments 22 pages, accepted to EMNLP 2021 main conference

Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation

Ke Wang, Yangbin Shi, Jiayi Wang, Yuqi Zhang, Yu Zhao, Xiaolin Zheng

Comments Accepted by Findings of EMNLP 2021

Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering

Zhe Lin, Yitao Cai, Xiaojun Wan

Comments Findings of EMNLP 2021

Transformer-based Lexically Constrained Headline Generation

Kosuke Yamada, Yuta Hitomi, Hideaki Tamori, Ryohei Sasano, Naoaki Okazaki, Kentaro Inui, Koichi Takeda

Comments EMNLP 2021

Improving Text Auto-Completion with Next Phrase Prediction

Dong-Ho Lee, Zhiqiang Hu, Roy Ka-Wei Lee

Comments 4 pages, 2 figures, 4 tables, Accepted in EMNLP 2021-Findings

How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs?

Indira Sen, Mattia Samory, Fabian Floeck, Claudia Wagner, Isabelle Augenstein

Comments Preprint of a paper accepted to EMNLP 2021

Frequency Effects on Syntactic Rule Learning in Transformers

Jason Wei, Dan Garrette, Tal Linzen, Ellie Pavlick

Comments Camera ready for EMNLP 2021

Written Justifications are Key to Aggregate Crowdsourced Forecasts

Saketh Kotamraju, Eduardo Blanco

Comments Findings of EMNLP 2021

Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering

Siddhant Garg, Alessandro Moschitti

Comments Accepted at EMNLP 2021 Main Conference (Long)