ACL

GPT-too: A language-model-first approach for AMR-to-text generation

Manuel Mager, Ramon Fernandez Astudillo, Tahira Naseem, Md Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos

Comments Paper accepted to the Annual Meeting of the Association for Computational Linguistics (ACL 2020)

Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology

Ran Zmigrod, Sabrina J. Mielke, Hanna Wallach, Ryan Cotterell

Comments ACL 2019

Learning to Recognize Discontiguous Entities

Aldrian Obaja Muis, Wei Lu

Comments 9+1 pages + 8 pages supplementary, published in EMNLP 2016. v2: fix references. v3: include missing supplementary, update with code repository

Journal ref In Proc. of EMNLP, pages 75-84, Stroudsburg, PA, USA. Association for Computational Linguistics (2016)

Active Imitation Learning with Noisy Guidance

Kianté Brantley, Amr Sharaf, Hal Daumé

Comments ACL 2020

BEEP! Korean Corpus of Online News Comments for Toxic Speech Detection

Jihyung Moon, Won Ik Cho, Junbum Lee

Comments To be published in SocialNLP@ACL 2020

The Unreasonable Volatility of Neural Machine Translation Models

Marzieh Fadaee, Christof Monz

Comments Accepted to Neural Generation and Translation Workshop (WNGT) at ACL 2020

In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts

Ruben Kruiper, Julian F. V. Vincent, Jessica Chen-Burger, Marc P. Y. Desmulliez, Ioannis Konstas

Comments To be published in ACL 2020 conference proceedings. Updated dataset statistics, results unchanged

A Reinforced Generation of Adversarial Examples for Neural Machine Translation

Wei Zou, Shujian Huang, Jun Xie, Xinyu Dai, Jiajun Chen

Comments 12 pages, ACL2020

Demoting Racial Bias in Hate Speech Detection

Mengzhou Xia, Anjalie Field, Yulia Tsvetkov

Comments Accepted at SocialNLP Workshop @ACL 2020

NILE : Natural Language Inference with Faithful Natural Language Explanations

Sawan Kumar, Partha Talukdar

Comments 13 pages, 3 figures, Accepted to ACL 2020

How much complexity does an RNN architecture need to learn syntax-sensitive dependencies?

Gantavya Bhatt, Hritik Bansal, Rishubh Singh, Sumeet Agarwal

Comments 11 pages, 5 figures (including appendix); to appear at ACL SRW 2020

Logic-Guided Data Augmentation and Regularization for Consistent Question Answering

Akari Asai, Hannaneh Hajishirzi

Comments Published as a conference paper at ACL 2020

Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media

Xiangjue Dong, Changmao Li, Jinho D. Choi

Comments To be published in ACL FigLang2020

Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation

Aakanksha Naik, Carolyn Rosé

Comments To appear at ACL 2020

A Systematic Assessment of Syntactic Generalization in Neural Language Models

Jennifer Hu, Jon Gauthier, Peng Qian, Ethan Wilcox, Roger P. Levy

Comments To appear in the Proceedings of the Association for Computational Linguistics (ACL 2020)

Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning

Liyan Xu, Julien Hogan, Rachel E. Patzer, Jinho D. Choi

Comments Accepted to the ACL Workshop on Biomedical Natural Language Processing, BioNLP 2020

MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization

Canwen Xu, Jiaxin Pei, Hongtao Wu, Yiyu Liu, Chenliang Li

Comments Accepted as a long paper at ACL 2020

Information-Theoretic Probing for Linguistic Structure

Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, Ran Zmigrod, Adina Williams, Ryan Cotterell

Comments Accepted for publication at ACL 2020. This is the camera ready version. Code available in https://github.com/rycolab/info-theoretic-probing

A Generative Approach to Titling and Clustering Wikipedia Sections

Anjalie Field, Sascha Rothe, Simon Baumgartner, Cong Yu, Abe Ittycheriah

Comments Accepted to WNGT Workshop at ACL 2020

Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning

Hanchu Zhang, Leonhard Hennig, Christoph Alt, Changjian Hu, Yao Meng, Chao Wang

Comments Accepted at ECNLP 3 (ACL 2020)

Improving Segmentation for Technical Support Problems

Kushal Chauhan, Abhirut Gupta

Comments Accepted at ACL 2020

Evaluating Neural Morphological Taggers for Sanskrit

Ashim Gupta, Amrith Krishna, Pawan Goyal, Oliver Hellwig

Comments Accepted to SIGMORPHON Workshop at ACL 2020

Towards Conversational Recommendation over Multi-Type Dialogs

Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu

Comments Accepted by ACL 2020

Efficient strategies for hierarchical text classification: External knowledge and auxiliary tasks

Kervy Rivas Rojas, Gina Bustamante, Arturo Oncevay, Marco A. Sobrevilla Cabezudo

Comments Accepted at ACL 2020

Talk to Papers: Bringing Neural Question Answering to Academic Search

Tianchang Zhao, Kyusong Lee

Comments demo paper accepted at ACL 2020

Stance Prediction and Claim Verification: An Arabic Perspective

Jude Khouja

Comments To be presented at FEVER workshop at ACL 2020

Unsupervised Morphological Paradigm Completion

Huiming Jin, Liwei Cai, Yihui Peng, Chen Xia, Arya D. McCarthy, Katharina Kann

Comments Accepted by ACL 2020

Cross-Linguistic Syntactic Evaluation of Word Prediction Models

Aaron Mueller, Garrett Nicolai, Panayiota Petrou-Zeniou, Natalia Talmina, Tal Linzen

Comments Accepted for presentation at ACL 2020

BLEURT: Learning Robust Metrics for Text Generation

Thibault Sellam, Dipanjan Das, Ankur P. Parikh

Comments Accepted at ACL 2020

On Dimensional Linguistic Properties of the Word Embedding Space

Vikas Raunak, Vaibhav Kumar, Vivek Gupta, Florian Metze

Comments Published at ACL RepL4NLP 2020