ACL

MuTual: A Dataset for Multi-Turn Dialogue Reasoning

Leyang Cui, Yu Wu, Shujie Liu, Yue Zhang, Ming Zhou

Comments ACL 2020

Injecting Numerical Reasoning Skills into Language Models

Mor Geva, Ankit Gupta, Jonathan Berant

Comments ACL 2020

Asking and Answering Questions to Evaluate the Factual Consistency of Summaries

Alex Wang, Kyunghyun Cho, Mike Lewis

Comments ACL 2020

Generating Counter Narratives against Online Hate Speech: Data and Strategies

Serra Sinem Tekiroglu, Yi-Ling Chung, Marco Guerini

Comments To appear at ACL 2020 (long paper)

Unsupervised Cross-lingual Representation Learning at Scale

Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov

Comments ACL 2020 (+ updated results)

Learning to Deceive with Attention-Based Explanations

Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton

Comments Accepted to ACL 2020 as a long paper. Updated version

Hierarchical Entity Typing via Multi-level Learning to Rank

Tongfei Chen, Yunmo Chen, Benjamin Van Durme

Comments Accepted at ACL 2020

Should All Cross-Lingual Embeddings Speak English?

Antonios Anastasopoulos, Graham Neubig

Comments accepted for publication at ACL 2020

A Relational Memory-based Embedding Model for Triple Classification and Search Personalization

Dai Quoc Nguyen, Tu Dinh Nguyen, Dinh Phung

Comments To appear in Proceedings of ACL 2020

Multi-Grained Named Entity Recognition

Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip Yu

Comments In ACL 2019 as a long paper

How Furiously Can Colourless Green Ideas Sleep? Sentence Acceptability in Context

Jey Han Lau, Carlos S. Armendariz, Shalom Lappin, Matthew Purver, Chang Shu

Comments 14 pages. Author's final version, accepted for publication in Transactions of the Association for Computational Linguistics

Inherent Dependency Displacement Bias of Transition-Based Algorithms

Mark Anderson, Carlos Gómez-Rodríguez

Comments To be published in proceedings of the 12th Language Resources and Evaluation Conference. Earlier versions were rejected at the 57th Annual Conference of the Association for Computational Linguistics and the SIGNLL Conference on Computational Natural Language Learning, 2019

Compound Probabilistic Context-Free Grammars for Grammar Induction

Yoon Kim, Chris Dyer, Alexander M. Rush

Comments ACL 2019

Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System?

Sorami Hisamoto, Matt Post, Kevin Duh

Journal ref Tansactions of the Association for Computational Linguistics (TACL) Volume 8, 2020 p.49-63

A Walk-based Model on Entity Graphs for Relation Extraction

Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou

Comments 8 pages, 2 figures, 2 tables

Journal ref Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2018, pages 81-88

TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages

Jonathan H. Clark, Eunsol Choi, Michael Collins, Dan Garrette, Tom Kwiatkowski, Vitaly Nikolaev, Jennimaria Palomaki

Comments To appear in Transactions of the Association for Computational Linguistics (TACL) 2020. Please use this as the citation

Neural Natural Language Inference Models Enhanced with External Knowledge

Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Diana Inkpen, Si Wei

Comments Accepted by ACL 2018

Enhanced LSTM for Natural Language Inference

Qian Chen, Xiaodan Zhu, Zhenhua Ling, Si Wei, Hui Jiang, Diana Inkpen

Comments ACL 2017

Word Embedding for Response-To-Text Assessment of Evidence

Haoran Zhang, Diane Litman

Comments Published in the ACL 2017, Student Research Workshop

Journal ref Proceedings of ACL 2017, Student Research Workshop (2017) 75-81

What Kind of Language Is Hard to Language-Model?

Sabrina J. Mielke, Ryan Cotterell, Kyle Gorman, Brian Roark, Jason Eisner

Comments Published at ACL 2019

A Structured Variational Autoencoder for Contextual Morphological Inflection

Lawrence Wolf-Sonkin, Jason Naradowsky, Sabrina J. Mielke, Ryan Cotterell

Comments Published at ACL 2018

Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems

Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi

Comments Accepted at ACL 2019 (Long Paper)

Journal ref Association for Computational Linguistics (2019) 5612-5623

On the impressive performance of randomly weighted encoders in summarization tasks

Jonathan Pilault, Jaehong Park, Christopher Pal

Comments Accepted to ACL 2019 SRW. First two authors contributed equally

E3: Entailment-driven Extracting and Editing for Conversational Machine Reading

Victor Zhong, Luke Zettlemoyer

Comments Published at the Annual Meeting of the Association for Computational Linguistics (ACL) 2019. Source code: https://github.com/vzhong/e3. 10 pages, 5 figures

Simple Question Answering with Subgraph Ranking and Joint-Scoring

Wenbo Zhao, Tagyoung Chung, Anuj Goyal, Angeliki Metallinou

Comments Accepted by The 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2019). 11 pages, 1 figure

CoTK: An Open-Source Toolkit for Fast Development and Fair Evaluation of Text Generation

Fei Huang, Dazhen Wan, Zhihong Shao, Pei Ke, Jian Guan, Yilin Niu, Xiaoyan Zhu, Minlie Huang

Comments Submitting to ACL2020 demo

Multi Sense Embeddings from Topic Models

Shobhit Jain, Sravan Babu Bodapati, Ramesh Nallapati, Anima Anandkumar

Comments Accepted at ACL supported conference for Natural Language & Speech Processing. https://www.aclweb.org/anthology/W19-74, Year: 2019

Katecheo: A Portable and Modular System for Multi-Topic Question Answering

Shirish Hirekodi, Seban Sunny, Leonard Topno, Alwin Daniel, Daniel Whitenack, Reuben Skewes, Stuart Cranney

Comments ACL 2020 system demo submission, 7 pages, 3 figures, 3 tables

Break It Down: A Question Understanding Benchmark

Tomer Wolfson, Mor Geva, Ankit Gupta, Matt Gardner, Yoav Goldberg, Daniel Deutch, Jonathan Berant

Comments Accepted for publication in Transactions of the Association for Computational Linguistics (TACL), 2020. Author's final version

Context-Aware Attention for Understanding Twitter Abuse

Tuhin Chakrabarty, Kilol Gupta

Comments The full published version of this work is available at: \url{https://www.aclweb.org/anthology/W19-3508/}. Please use the version published in the ACL anthology for citation purposes

Journal ref Proc. 3rd Workshop on Abusive Language Online, pp. 70-79, 2019