NAACL

A Deep Metric Learning Approach to Account Linking

Aleem Khan, Elizabeth Fleming, Noah Schofield, Marcus Bishop, Nicholas Andrews

Comments 13 pages; to be published in NAACL 2021

Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation

Yongchang Hao, Shilin He, Wenxiang Jiao, Zhaopeng Tu, Michael Lyu, Xing Wang

Comments NAACL 2021

Adversarial Learning for Zero-Shot Stance Detection on Social Media

Emily Allaway, Malavika Srikanth, Kathleen McKeown

Comments To appear in NAACL 2021

On Learning Text Style Transfer with Direct Rewards

Yixin Liu, Graham Neubig, John Wieting

Comments Published as a long paper at NAACL 2021

ReadTwice: Reading Very Large Documents with Memories

Yury Zemlyanskiy, Joshua Ainslie, Michiel de Jong, Philip Pham, Ilya Eckstein, Fei Sha

Comments To appear in the proceedings of NAACL 2021

Semi-supervised Interactive Intent Labeling

Saurav Sahay, Eda Okur, Nagib Hakim, Lama Nachman

Comments NAACL 2021 - Workshop on Data Science with Human-in-the-loop: Language Advances (DaSH-LA)

Learning Similarity between Movie Characters and Its Potential Implications on Understanding Human Experiences

Zhilin Wang, Weizhe Lin, Xiaodong Wu

Comments To appear in Proceedings of the 2021 NAACL Workshop WNU: 3rd Workshop on Narrative Understanding

RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering

Yingqi Qu, Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Wayne Xin Zhao, Daxiang Dong, Hua Wu, Haifeng Wang

Comments NAACL 2021

Zero-Shot Generalization using Intrinsically Motivated Compositional Emergent Protocols

Rishi Hazra, Sonu Dixit, Sayambhu Sen

Comments Accepted in NAACL 2021 workshop: Visually Grounded Interaction and Language (ViGIL). arXiv admin note: substantial text overlap with arXiv:2012.05011

Accountable Error Characterization

Amita Misra, Zhe Liu, Jalal Mahmud

Comments Proceedings of the First Workshop on Trustworthy Natural Language Processing, TrustNLP@NAACL-HLT 2021, June 10, 2021, Association for Computational Linguistics, 2021

On the logistical difficulties and findings of Jopara Sentiment Analysis

Marvin M. Agüero-Torales, David Vilares, Antonio G. López-Herrera

Comments Accepted in the CALCS 2021 (co-located with NAACL 2021) - Fifth Workshop on Computational Approaches to Linguistic Code Switching, to appear (June 2021)

Journal ref Proceedings on CALCS 2021 (co-located with NAACL 2021) - Fifth Workshop on Computational Approaches to Linguistic Code Switching

Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle

Yikang Shen, Shawn Tan, Alessandro Sordoni, Siva Reddy, Aaron Courville

Comments 12 pages, 10 figures

Journal ref NAACL 2021

Towards Benchmarking the Utility of Explanations for Model Debugging

Maximilian Idahl, Lijun Lyu, Ujwal Gadiraju, Avishek Anand

Comments Short paper, to appear at TrustNLP @ NAACL 2021

Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking

Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Andrea Madotto, Eunjoon Cho, Rajen Subba

Comments NAACL 2021

D2S: Document-to-Slide Generation Via Query-Based Text Summarization

Edward Sun, Yufang Hou, Dakuo Wang, Yunfeng Zhang, Nancy X. R. Wang

Comments accepted at NAACL 2021

Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models

Anne Beyer, Sharid Loáiciga, David Schlangen

Comments Accepted as long paper at NAACL 2021

Hierarchical Transformer for Task Oriented Dialog Systems

Bishal Santra, Potnuru Anusha, Pawan Goyal

Comments v3: Latest camera ready version; 10 pages; Codes: https://github.com/bsantraigi/HIER , https://github.com/bsantraigi/hier-transformer-pytorch v2: To appear in NAACL 2021 (Long Paper) v1: preprint

Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies

Kung-Hsiang Huang, Nanyun Peng

Comments To appear at NAACL 2021 WNU workshop

Temporal Reasoning on Implicit Events from Distant Supervision

Ben Zhou, Kyle Richardson, Qiang Ning, Tushar Khot, Ashish Sabharwal, Dan Roth

Comments Accepted at NAACL 2021

Learning Models for Suicide Prediction from Social Media Posts

Ning Wang, Fan Luo, Yuvraj Shivtare, Varsha D. Badal, K. P. Subbalakshmi, R. Chandramouli, Ellen Lee

Comments This work is accepted to CLPsych 2021, to be held in conjunction with NAACL 2021

A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers

Pradeep Dasigi, Kyle Lo, Iz Beltagy, Arman Cohan, Noah A. Smith, Matt Gardner

Comments Accepted at NAACL 2021; Project page: https://allenai.org/project/qasper

Graph-based Multilingual Product Retrieval in E-commerce Search

Hanqing Lu, Youna Hu, Tong Zhao, Tony Wu, Yiwei Song, Bing Yin

Comments Accepted by 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021)

Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation

Kyeongpil Kang, Kyohoon Jin, Soyoung Yang, Sujin Jang, Jaegul Choo, Youngbin Kim

Comments Accepted to NAACL 2021

Learning to Recognize Dialect Features

Dorottya Demszky, Devyani Sharma, Jonathan H. Clark, Vinodkumar Prabhakaran, Jacob Eisenstein

Comments NAACL camera-ready

Introducing Information Retrieval for Biomedical Informatics Students

Sanya B. Taneja, Richard D. Boyce, William T. Reynolds, Denis Newman-Griffis

Comments To appear in the Proceedings of the Fifth Workshop on Teaching NLP @ NAACL

A First Look: Towards Explainable TextVQA Models via Visual and Textual Explanations

Varun Nagaraj Rao, Xingjian Zhen, Karen Hovsepian, Mingwei Shen

Comments This paper is done when Xingjian was an intern in Amazon PARS group, summer 2020. This paper is accepted by NAACL-MAI-Workshop, 2021

Morph Call: Probing Morphosyntactic Content of Multilingual Transformers

Vladislav Mikhailov, Oleg Serikov, Ekaterina Artemova

Comments To appear in the Proceedings of the 3rd Workshop on Research in Computational Typology and Multilingual NLP (SIGTYP, NAACL)

Scalar Adjective Identification and Multilingual Ranking

Aina Garí Soler, Marianna Apidianaki

Comments Accepted at NAACL-HLT 2021

Video-aided Unsupervised Grammar Induction

Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo

Comments This paper is accepted by NAACL'21

Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality

Hyun Gi Lee, Evan Sholle, Ashley Beecy, Subhi Al'Aref, Yifan Peng

Comments NAACL-HLT 2021, Short Paper