ACL

DoQA -- Accessing Domain-Specific FAQs via Conversational QA

Jon Ander Campos, Arantxa Otegi, Aitor Soroa, Jan Deriu, Mark Cieliebak, Eneko Agirre

Comments Accepted at ACL 2020. 13 pages 4 figures

Journal ref Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. 2020

Balancing Training for Multilingual Neural Machine Translation

Xinyi Wang, Yulia Tsvetkov, Graham Neubig

Comments Accepted at ACL 2020

Attention Guided Graph Convolutional Networks for Relation Extraction

Zhijiang Guo, Yan Zhang, Wei Lu

Comments Accepted to ACL 2019, 11 pages, 4 figures, 5 tables

NITS-Hinglish-SentiMix at SemEval-2020 Task 9: Sentiment Analysis For Code-Mixed Social Media Text Using an Ensemble Model

Subhra Jyoti Baroi, Nivedita Singh, Ringki Das, Thoudam Doren Singh

Comments In Proceedings of the 14th International Workshop on Semantic Evaluation (SemEval-2020), Barcelona, Spain, December. Association for Computational Linguistics

Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations

Saif M. Mohammad

Journal ref Proceedings of the 58th Annual Meeting of the Association of Computational Linguistics (ACL 2020). July 2020. Seattle, USA

Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation

Ning Ding, Dingkun Long, Guangwei Xu, Muhua Zhu, Pengjun Xie, Xiaobin Wang, Hai-Tao Zheng

Comments Accepted by ACL 2020

LIMSI_UPV at SemEval-2020 Task 9: Recurrent Convolutional Neural Network for Code-mixed Sentiment Analysis

Somnath Banerjee, Sahar Ghannay, Sophie Rosset, Anne Vilnat, Paolo Rosso

Comments To be published in the Proceedings of the 14th International Workshop on Semantic Evaluation (SemEval-2020), Barcelona, Spain, Sep. Association for Computational Linguistics

Probing Linguistic Systematicity

Emily Goodwin, Koustuv Sinha, Timothy J. O'Donnell

Comments To appear at ACL2020, 9 pages, 2 figures

A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages

Pedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot

Journal ref Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, July 2020, Online

CamemBERT: a Tasty French Language Model

Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, Yoann Dupont, Laurent Romary, Éric Villemonte de la Clergerie, Djamé Seddah, Benoît Sagot

Comments ACL 2020 long paper. Web site: https://camembert-model.fr

Journal ref Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, July 2020, Online

Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting

Guanhua Zhang, Bing Bai, Junqi Zhang, Kun Bai, Conghui Zhu, Tiejun Zhao

Comments Accepted by ACL 2020

Augmenting Neural Networks with First-order Logic

Tao Li, Vivek Srikumar

Comments Accepted in ACL 2019. Minor fixes in Fig 4; extra citation in related works; Typo fix in constraint N3 and its description

On The Evaluation of Machine Translation Systems Trained With Back-Translation

Sergey Edunov, Myle Ott, Marc'Aurelio Ranzato, Michael Auli

Comments ACL 2020

Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection

Yefei Zha, Ruobing Li, Hui Lin

Comments ACL2020 long paper

A Hybrid BERT and LightGBM based Model for Predicting Emotion GIF Categories on Twitter

Ye Bi, Shuo Wang, Zhongrui Fan

Comments 4 pages, ACL 2020 EmotionGIF Challenge Technical Report

Exploration of Gender Differences in COVID-19 Discourse on Reddit

Jai Aggarwal, Ella Rabinovich, Suzanne Stevenson

Comments Proceedings of the 1st Workshop on NLP for COVID-19 (ACL 2020)

Learning Dialog Policies from Weak Demonstrations

Gabriel Gordon-Hall, Philip John Gorinski, Shay B. Cohen

Comments 9 pages + 2 pages references + 1 page appendices, 6 figures, 2 tables, 1 algorithm, accepted as long paper at ACL2020

Learning to Segment Actions from Observation and Narration

Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark, Aida Nematzadeh

Comments ACL 2020

A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis

Jean-Benoit Delbrouck, Noé Tits, Mathilde Brousmiche, Stéphane Dupont

Comments Winner of the ACL20: Second Grand-Challenge on Multimodal Language

Harnessing Deep Neural Networks with Logic Rules

Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard Hovy, Eric Xing

Comments Fix typos in appendix. ACL 2016

Automated Topical Component Extraction Using Neural Network Attention Scores from Source-based Essay Scoring

Haoran Zhang, Diane Litman

Comments Published in the ACL 2020

Journal ref The 58th Annual Meeting of the Association for Computational Linguistics, pp. 8569-8584. 2020

Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources

Magdalena Biesialska, Bardia Rafieian, Marta R. Costa-jussà

Comments Accepted to ACL 2020 SRW

Defining and Evaluating Fair Natural Language Generation

Catherine Yeo, Alyssa Chen

Comments 7 pages, 2 figures, to be published in Proceedings of the The Fourth Widening Natural Language Processing Workshop at ACL

Photon: A Robust Cross-Domain Text-to-SQL System

Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, Michael R. Lyu, Irwin King, Steven C. H. Hoi

Comments ACL 2020 system demonstration paper extended . The first two authors contributed equally to this work

Multilogue-Net: A Context Aware RNN for Multi-modal Emotion Detection and Sentiment Analysis in Conversation

Aman Shenoy, Ashish Sardana

Comments 10 pages, 3 figures, 5 tables; Published in Proceedings of the Second Grand Challenge and Workshop on Multimodal Language (Challenge-HML) in the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020)

Journal ref Challenge-HML, ACL 2020, 19-28

INSET: Sentence Infilling with INter-SEntential Transformer

Yichen Huang, Yizhe Zhang, Oussama Elachqar, Yu Cheng

Comments Y.H. and Y.Z. contributed equally to this work. v2: published version with updated results and references

Journal ref Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 2502-2515 (long paper), 2020

Linguistic Features for Readability Assessment

Tovly Deutsch, Masoud Jasbi, Stuart Shieber

Comments To be published in ACL BEA workshop (15th Workshop on Innovative Use of NLP for Building Educational Applications)

Reasoning with Latent Structure Refinement for Document-Level Relation Extraction

Guoshun Nan, Zhijiang Guo, Ivan Sekulić, Wei Lu

Comments Appeared in the proceedings of ACL 2020 (Long paper)

KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media

Ali Safaya, Moutasem Abdullatif, Deniz Yuret

Comments to be published in the proceedings of the 14th International Workshop on Semantic Evaluation (SemEval2020), Association for Computational Linguistics (ACL)

Language Models as Fact Checkers?

Nayeon Lee, Belinda Z. Li, Sinong Wang, Wen-tau Yih, Hao Ma, Madian Khabsa

Comments Accepted in FEVER Workshop (ACL2020)