ACL

Challenges in Emotion Style Transfer: An Exploration with a Lexical Substitution Pipeline

David Helbig, Enrica Troiano, Roman Klinger

Comments Accepted at the SocialNLP Workshop at ACL 2020

Parallel Data Augmentation for Formality Style Transfer

Yi Zhang, Tao Ge, Xu Sun

Comments Accepted by ACL 2020. arXiv admin note: text overlap with arXiv:1909.06002

History for Visual Dialog: Do we really need it?

Shubham Agarwal, Trung Bui, Joon-Young Lee, Ioannis Konstas, Verena Rieser

Comments ACL'20

Spelling Error Correction with Soft-Masked BERT

Shaohua Zhang, Haoran Huang, Jicong Liu, Hang Li

Comments To be published at ACL 2020

"None of the Above":Measure Uncertainty in Dialog Response Retrieval

Yulan Feng, Shikib Mehri, Maxine Eskenazi, Tiancheng Zhao

Comments Accepted to ACL 2020 as short paper

Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning

Mitchell A. Gordon, Kevin Duh, Nicholas Andrews

Comments Accepted to Rep4NLP 2020 Workshop at ACL 2020 Conference

Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly

Nora Kassner, Hinrich Schütze

Comments ACL 2020

Estimating predictive uncertainty for rumour verification models

Elena Kochkina, Maria Liakata

Comments Accepted to the Annual Conference of the Association for Computational Linguistics (ACL) 2020

NAT: Noise-Aware Training for Robust Neural Sequence Labeling

Marcin Namysl, Sven Behnke, Joachim Köhler

Comments Accepted to appear at ACL 2020

ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages

Colin Lockard, Prashant Shiralkar, Xin Luna Dong, Hannaneh Hajishirzi

Comments Accepted to ACL 2020

Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning

Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman

Comments to appear at ACL 2020

Deep Hierarchical Classification for Category Prediction in E-commerce System

Dehong Gao, Wenjing Yang, Huiling Zhou, Yi Wei, Yi Hu, Hao Wang

Comments 5pages, to be published in ECNLP workshop of ACL20

Measuring Emotions in the COVID-19 Real World Worry Dataset

Bennett Kleinberg, Isabelle van der Vegt, Maximilian Mozes

Comments Accepted to ACL 2020 COVID-19 workshop

DRTS Parsing with Structure-Aware Encoding and Decoding

Qiankun Fu, Yue Zhang, Jiangming Liu, Meishan Zhang

Comments ACL2020

Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions

Xiaochuang Han, Byron C. Wallace, Yulia Tsvetkov

Comments ACL 2020

Detecting Adverse Drug Reactions from Twitter through Domain-Specific Preprocessing and BERT Ensembling

Amy Breden, Lee Moore

Comments 6 pages, 3 figures, uses acl2018.sty

schuBERT: Optimizing Elements of BERT

Ashish Khetan, Zohar Karnin

Comments 11 pages, 6 figures, Accepted for publication in ACL 2020 as a long paper

Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding

Xinya Du, Claire Cardie

Comments Accepted to ACL 2020 (long papers), 12 pages

A Mixture of $h-1$ Heads is Better than $h$ Heads

Hao Peng, Roy Schwartz, Dianqi Li, Noah A. Smith

Comments ACL2020

Towards Robustifying NLI Models Against Lexical Dataset Biases

Xiang Zhou, Mohit Bansal

Comments ACL 2020 (13 pages)

ESPRIT: Explaining Solutions to Physical Reasoning Tasks

Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming XIong, Richard Socher, Dragomir Radev

Comments ACL 2020

GLUECoS : An Evaluation Benchmark for Code-Switched NLP

Simran Khanuja, Sandipan Dandapat, Anirudh Srinivasan, Sunayana Sitaram, Monojit Choudhury

Comments To appear at ACL 2020

Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA

Hyounghun Kim, Zineng Tang, Mohit Bansal

Comments ACL 2020 (11 pages)

Smart To-Do : Automatic Generation of To-Do Items from Emails

Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White

Comments 58th annual meeting of the Association for Computational Linguistics (ACL), 2020

Mitigating Gender Bias Amplification in Distribution by Posterior Regularization

Shengyu Jia, Tao Meng, Jieyu Zhao, Kai-Wei Chang

Comments 7 pages, 3 figures, published in ACL 2020

Parallel Corpus Filtering via Pre-trained Language Models

Boliang Zhang, Ajay Nagesh, Kevin Knight

Comments ACL 2020

Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation

Zhiliang Tian, Wei Bi, Dongkyu Lee, Lanqing Xue, Yiping Song, Xiaojiang Liu, Nevin L. Zhang

Comments To appear at ACL 2020

Screenplay Quality Assessment: Can We Predict Who Gets Nominated?

Ming-Chang Chiu, Tiantian Feng, Xiang Ren, Shrikanth Narayanan

Comments 4 pages, 3 figures, accepted to ACL NUSE workshop 2020

INFOTABS: Inference on Tables as Semi-structured Data

Vivek Gupta, Maitrey Mehta, Pegah Nokhiz, Vivek Srikumar

Comments 16 pages, 6 figures, 14 Tables, ACL 2020, Project Page: https://infotabs.github.io/

That is a Known Lie: Detecting Previously Fact-Checked Claims

Shaden Shaar, Giovanni Da San Martino, Nikolay Babulkov, Preslav Nakov

Comments detecting previously fact-checked claims, fact-checking, disinformation, fake news, social media, political debates

Journal ref ACL-2020