ACL

Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?

Yada Pruksachatkun, Jason Phang, Haokun Liu, Phu Mon Htut, Xiaoyi Zhang, Richard Yuanzhe Pang, Clara Vania, Katharina Kann, Samuel R. Bowman

Comments ACL 2020

Multiscale Collaborative Deep Models for Neural Machine Translation

Xiangpeng Wei, Heng Yu, Yue Hu, Yue Zhang, Rongxiang Weng, Weihua Luo

Comments ACL 2020

A Study of Non-autoregressive Model for Sequence Generation

Yi Ren, Jinglin Liu, Xu Tan, Zhou Zhao, Sheng Zhao, Tie-Yan Liu

Comments Accepted by ACL 2020

The Right Tool for the Job: Matching Model and Instance Complexities

Roy Schwartz, Gabriel Stanovsky, Swabha Swayamdipta, Jesse Dodge, Noah A. Smith

Comments ACL 2020; 12 pages; code available in https://github.com/allenai/sledgehammer

Multi-Sentence Argument Linking

Seth Ebner, Patrick Xia, Ryan Culkin, Kyle Rawlins, Benjamin Van Durme

Comments ACL 2020

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

Marco Tulio Ribeiro, Tongshuang Wu, Carlos Guestrin, Sameer Singh

Journal ref Association for Computational Linguistics (ACL), 2020

Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension

Fei Yuan, Linjun Shou, Xuanyu Bai, Ming Gong, Yaobo Liang, Nan Duan, Yan Fu, Daxin Jiang

Comments Accepted to ACL 2020

Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders

Yu Duan, Canwen Xu, Jiaxin Pei, Jialong Han, Chenliang Li

Comments Accepted as a long paper at ACL 2020

Phonotactic Complexity and its Trade-offs

Tiago Pimentel, Brian Roark, Ryan Cotterell

Comments Published in TACL: https://doi.org/10.1162/tacl_a_00296

Journal ref Transactions of the Association for Computational Linguistics, Vol. 8, 1-18

SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization

Yang Gao, Wei Zhao, Steffen Eger

Comments ACL 2020

Emerging Cross-lingual Structure in Pretrained Language Models

Shijie Wu, Alexis Conneau, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov

Comments ACL 2020

Automatic Detection of Generated Text is Easiest when Humans are Fooled

Daphne Ippolito, Daniel Duckworth, Chris Callison-Burch, Douglas Eck

Comments ACL 2020 Camera Ready

On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation

Chaojun Wang, Rico Sennrich

Comments ACL 2020

Learning Robust Models for e-Commerce Product Search

Thanh V. Nguyen, Nikhil Rao, Karthik Subbian

Comments This work has been accepted for publication at ACL2020

2kenize: Tying Subword Sequences for Chinese Script Conversion

Pranav A, Isabelle Augenstein

Comments Accepted to ACL 2020

Nakdan: Professional Hebrew Diacritizer

Avi Shmidman, Shaltiel Shmidman, Moshe Koppel, Yoav Goldberg

Comments Accepted to ACL 2020, System Demonstrations

Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting

Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander Hauptmann

Comments Accepted by ACL 2020

Extracting Headless MWEs from Dependency Parse Trees: Parsing, Tagging, and Joint Modeling Approaches

Tianze Shi, Lillian Lee

Comments Proceedings of ACL, 2020

Journal ref Proceedings of ACL, 2020

The Cascade Transformer: an Application for Efficient Answer Sentence Selection

Luca Soldaini, Alessandro Moschitti

Comments Accepted to ACL 2020 (long)

The Sensitivity of Language Models and Humans to Winograd Schema Perturbations

Mostafa Abdou, Vinit Ravishankar, Maria Barrett, Yonatan Belinkov, Desmond Elliott, Anders Søgaard

Comments ACL 2020

Recurrent Neural Network Language Models Always Learn English-Like Relative Clause Attachment

Forrest Davis, Marten van Schijndel

Comments Proceedings of 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020); v3 updated references and added additional corpus stats in discussion

Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus

Hao Fei, Meishan Zhang, Donghong Ji

Comments Accepted at ACL 2020

PeTra: A Sparsely Supervised Memory Model for People Tracking

Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel, Karen Livescu

Comments ACL 2020

What are the Goals of Distributional Semantics?

Guy Emerson

Comments To be published in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL)

Harvesting and Refining Question-Answer Pairs for Unsupervised QA

Zhongli Li, Wenhui Wang, Li Dong, Furu Wei, Ke Xu

Comments Accepted by ACL-20

TAG : Type Auxiliary Guiding for Code Comment Generation

Ruichu Cai, Zhihao Liang, Boyan Xu, Zijian Li, Yuexing Hao, Yao Chen

Comments ACL 2020, Accepted

Phonetic and Visual Priors for Decipherment of Informal Romanization

Maria Ryskina, Matthew R. Gormley, Taylor Berg-Kirkpatrick

Comments To appear at ACL 2020

Cross-media Structured Common Space for Multimedia Event Extraction

Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang

Comments Accepted as an oral paper at ACL 2020

Don't Stop Pretraining: Adapt Language Models to Domains and Tasks

Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, Noah A. Smith

Comments ACL 2020

Calibrating Structured Output Predictors for Natural Language Processing

Abhyuday Jagannatha, Hong Yu

Comments ACL 2020; 9 pages + 4 page appendix