ACL

Case Study: Deontological Ethics in NLP

Shrimai Prabhumoye, Brendon Boldt, Ruslan Salakhutdinov, Alan W Black

Comments Accepted at North American Chapter of the Association for Computational Linguistics (NAACL) 2021

UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering

Andrei-Marius Avram, George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu

Comments 5 pages, 3 figures, SemEval-2021 Workshop, ACL-IJCNLP 2021

On Biasing Transformer Attention Towards Monotonicity

Annette Rios, Chantal Amrhein, Noëmi Aepli, Rico Sennrich

Comments To be published in: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2021)

What Taggers Fail to Learn, Parsers Need the Most

Mark Anderson, Carlos Gómez-Rodríguez

Comments Due to be published in the proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa 2021). Previously rejected at the 2021 Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021)

Fact-based Text Editing

Hayate Iso, Chao Qiao, Hang Li

Comments ACL 2020

Learning to Select, Track, and Generate for Data-to-Text

Hayate Iso, Yui Uehara, Tatsuya Ishigaki, Hiroshi Noji, Eiji Aramaki, Ichiro Kobayashi, Yusuke Miyao, Naoaki Okazaki, Hiroya Takamura

Comments ACL 2019

XRJL-HKUST at SemEval-2021 Task 4: WordNet-Enhanced Dual Multi-head Co-Attention for Reading Comprehension of Abstract Meaning

Yuxin Jiang, Ziyi Shou, Qijun Wang, Hao Wu, Fangzhen Lin

Comments 6 pages, 5 figures, SemEval-2021 Workshop, ACL-IJCNLP 2021

Exploring Content Selection in Summarization of Novel Chapters

Faisal Ladhak, Bryan Li, Yaser Al-Onaizan, Kathleen McKeown

Comments ACL 2020

PENELOPIE: Enabling Open Information Extraction for the Greek Language through Machine Translation

Dimitris Papadopoulos, Nikolaos Papadakis, Nikolaos Matsatsinis

Comments 16th conference of the European Chapter of the Association for Computational Linguistics Student Research Workshop (EACL 2021 SRW)

Morphology Matters: A Multilingual Language Modeling Analysis

Hyunji Hayley Park, Katherine J. Zhang, Coleman Haley, Kenneth Steimel, Han Liu, Lane Schwartz

Comments To appear in TACL, a pre-MIT Press publication version; 15 pages, 3 figures; for the datasets, see https://github.com/hayleypark/MorphologyMatters

Journal ref Transactions of the Association for Computational Linguistics 9 (2021) 261-276

Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers

Georgios P. Spithourakis, Sebastian Riedel

Comments accepted at ACL 2018

Self-supervised Regularization for Text Classification

Meng Zhou, Zechen Li, Pengtao Xie

Comments 16 pages, 3 figures, to be published in Transactions of the Association for Computational Linguistics

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

Mark Neumann, Daniel King, Iz Beltagy, Waleed Ammar

Comments BioNLP@ACL2019 final version

Journal ref Proceedings of the 18th BioNLP Workshop and Shared Task (2019) 319-327

Meta-Learning for Effective Multi-task and Multilingual Modelling

Ishan Tarunesh, Sushil Khyalia, Vishwajeet Kumar, Ganesh Ramakrishnan, Preethi Jyothi

Comments In Proceedings of The 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021)

Congolese Swahili Machine Translation for Humanitarian Response

Alp Öktem, Eric DeLuca, Rodrigue Bashizi, Eric Paquin, Grace Tang

Comments Accepted to Africa NLP workshop organized within the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL2021)

Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement

Alireza Mohammadshahi, James Henderson

Comments Accepted to Transactions of the Association for Computational Linguistics (TACL) journal

SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding

Yu-An Chung, Chenguang Zhu, Michael Zeng

Journal ref North American Chapter of the Association for Computational Linguistics (NAACL), Mexico City, Mexico, 2021. North American Chapter of the Association for Computational Linguistics (NAACL), Mexico City, Mexico, 2021

Enhancing Factual Consistency of Abstractive Summarization

Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang

Comments Prediction results available at: https://github.com/zcgzcgzcg1/FASum/

Journal ref North American Chapter of the Association for Computational Linguistics (NAACL), Mexico City, Mexico, 2021

MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization

Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng

Comments Dataset: https://github.com/zcgzcgzcg1/MediaSum/

Journal ref North American Chapter of the Association for Computational Linguistics (NAACL), Mexico City, Mexico, 2021

There Once Was a Really Bad Poet, It Was Automated but You Didn't Know It

Jianyou Wang, Xiaoxuan Zhang, Yuren Zhou, Christopher Suh, Cynthia Rudin

Comments Paper accepted and will be published at TACL (Transactions of the Association for Computational Linguistics) 2021

Modeling Content and Context with Deep Relational Learning

Maria Leonor Pacheco, Dan Goldwasser

Comments TACL pre-MIT Press version

Journal ref Transactions of the Association for Computational Linguistics, 2021

Syntactic and Semantic-driven Learning for Open Information Extraction

Jialong Tang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Xinyan Xiao, Hua Wu

Comments 11 pages

Journal ref Findings of ACL: EMNLP 2020

Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints

Zhenyi Wang, Xiaoyang Wang, Bang An, Dong Yu, Changyou Chen

Comments Accepted at ACL2020

Journal ref Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pp. 1072-1086, 2020

IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation

Yuqiang Xie, Luxi Xing, Wei Peng, Yue Hu

Comments 5 pages, SemEval-2021 Workshop, ACL-IJCNLP 2021

Paraphrases do not explain word analogies

Louis Fournier, Ewan Dunbar

Comments To appear in Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers

Entity-Enriched Neural Models for Clinical Question Answering

Bhanu Pratap Singh Rawat, Wei-Hung Weng, So Yeon Min, Preethi Raghavan, Peter Szolovits

Journal ref BioNLP Workshop, ACL'2020

Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates

Artem Shelmanov, Dmitri Puzyrev, Lyubov Kupriyanova, Denis Belyakov, Daniil Larionov, Nikita Khromov, Olga Kozlova, Ekaterina Artemova, Dmitry V. Dylov, Alexander Panchenko

Comments In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL-2021)

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies

Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He

Comments EACL 2021 - Short Paper - European Chapter of the Association for Computational Linguistics

Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models

Daniel de Vassimon Manela, David Errington, Thomas Fisher, Boris van Breugel, Pasquale Minervini

Comments Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021)

Structural Information Preserving for Graph-to-Text Generation

Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu

Comments ACL 2020