EMNLP - arXivDaily 期刊&会议

2010.04119 2020-10-09 cs.CL cs.AI cs.LG

Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?

Peter Hase, Shiyue Zhang, Harry Xie, Mohit Bansal

Comments EMNLP 2020 Findings (17 pages)

2010.04043 2020-10-09 cs.CL

Precise Task Formalization Matters in Winograd Schema Evaluations

Haokun Liu, William Huang, Dhara A. Mungra, Samuel R. Bowman

Comments Accepted to the EMNLP 2020 conference

2010.03881 2020-10-09 cs.CL

Large Product Key Memory for Pretrained Language Models

Gyuwan Kim, Tae-Hwan Jung

Comments Accepted to Findings of EMNLP 2020; 10 pages, 4 figures

2010.03863 2020-10-09 cs.CL cs.AI

What Can We Do to Improve Peer Review in NLP?

Anna Rogers, Isabelle Augenstein

Comments To appear at Findings of EMNLP

2010.03526 2020-10-09 cs.LG cs.AI cs.CL

TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion

Jiapeng Wu, Meng Cao, Jackie Chi Kit Cheung, William L. Hamilton

Comments 17 pages, 9 figures. EMNLP 2020 Long Paper

2010.03295 2020-10-09 cs.CL

COMETA: A Corpus for Medical Entity Linking in the Social Media

Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier

Comments Accepted to EMNLP 2020

2009.11264 2020-10-09 cs.CL cs.LG

On the Ability and Limitations of Transformers to Recognize Formal Languages

Satwik Bhattamishra, Kabir Ahuja, Navin Goyal

Comments EMNLP 2020

2004.13590 2020-10-09 cs.CL

MAVEN: A Massive General Domain Event Detection Dataset

Xiaozhi Wang, Ziqi Wang, Xu Han, Wangyi Jiang, Rong Han, Zhiyuan Liu, Juanzi Li, Peng Li, Yankai Lin, Jie Zhou

Comments Accepted at EMNLP 2020

1911.03911 2020-10-09 cs.CL

Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines

Łukasz Borchmann, Dawid Wiśniewski, Andrzej Gretkowski, Izabela Kosmala, Dawid Jurkiewicz, Łukasz Szałkiewicz, Gabriela Pałka, Karol Kaczmarek, Agnieszka Kaliska, Filip Graliński

Comments Submitted to Findings of EMNLP

1911.03064 2020-10-09 cs.CL cs.CY cs.LG

Reducing Sentiment Bias in Language Models via Counterfactual Evaluation

Po-Sen Huang, Huan Zhang, Ray Jiang, Robert Stanforth, Johannes Welbl, Jack Rae, Vishal Maini, Dani Yogatama, Pushmeet Kohli

Comments Accepted in the Findings of EMNLP, 2020

2010.03760 2020-10-09 cs.CL cs.LG

Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference

Xiaoan Ding, Tianyu Liu, Baobao Chang, Zhifang Sui, Kevin Gimpel

Comments 14 pages, EMNLP 2020, the first two authors contributed equally

2010.03755 2020-10-09 cs.CL cs.AI

Generalizable and Explainable Dialogue Generation via Explicit Action Learning

Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang

Comments Accepted to Proceedings of EMNLP 2020 (Findings)

2010.03746 2020-10-09 cs.CL

Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition

Yun He, Ziwei Zhu, Yin Zhang, Qin Chen, James Caverlee

Comments Accepted by EMNLP 2020 as a regular long paper

2010.03738 2020-10-09 cs.CL

Multi-hop Inference for Question-driven Summarization

Yang Deng, Wenxuan Zhang, Wai Lam

Comments Accepted by EMNLP 2020 (main conference, long paper)

2010.03737 2020-10-09 cs.CL

Shallow-to-Deep Training for Neural Machine Translation

Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu

Comments Accepted by EMNLP 2020

2010.03726 2020-10-09 cs.CL

Learning to Fuse Sentences with Transformers for Summarization

Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu

Comments EMNLP 2020 (Short Paper)

2010.03725 2020-10-09 cs.CL

PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge

Yun He, Zhuoer Wang, Yin Zhang, Ruihong Huang, James Caverlee

Comments Accepted by EMNLP 2020 as a regular long paper

2010.03662 2020-10-09 cs.CL

Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank

Eleftheria Briakou, Marine Carpuat

Comments EMNLP 2020

2010.03656 2020-10-09 cs.CL

Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data

Shachar Rosenman, Alon Jacovi, Yoav Goldberg

Comments Accepted as a short paper in EMNLP 2020

2010.03652 2020-10-09 cs.CL

Cross-Thought for Sentence Encoder Pre-training

Shuohang Wang, Yuwei Fang, Siqi Sun, Zhe Gan, Yu Cheng, Jing Jiang, Jingjing Liu

Comments Accepted by EMNLP 2020

2010.03644 2020-10-09 cs.CL cs.AI cs.CV

Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations

Wanrong Zhu, Xin Eric Wang, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang

Comments EMNLP 2020

2010.03640 2020-10-09 cs.CL

Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations

Emily Allaway, Kathleen McKeown

Comments EMNLP 2020

2010.03158 2020-10-09 cs.CL cs.AI cs.LG

Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer

Xuelu Chen, Muhao Chen, Changjun Fan, Ankith Uppunda, Yizhou Sun, Carlo Zaniolo

Comments Findings of EMNLP 2020

2009.14306 2020-10-09 cs.CL

INSPIRED: Toward Sociable Recommendation Dialog Systems

Shirley Anugrah Hayati, Dongyeop Kang, Qingxiaoyang Zhu, Weiyan Shi, Zhou Yu

Comments Accepted as a long paper at EMNLP 2020, corrected typos

2005.00128 2020-10-09 cs.CL

Incremental Neural Coreference Resolution in Constant Memory

Patrick Xia, João Sedoc, Benjamin Van Durme

Comments EMNLP 2020

2004.14353 2020-10-09 cs.CL cs.LG

End-to-End Slot Alignment and Recognition for Cross-Lingual NLU

Weijia Xu, Batool Haider, Saab Mansour

Comments Accepted at EMNLP 2020

2004.14109 2020-10-09 cs.CL

Adversarial Subword Regularization for Robust Neural Machine Translation

Jungsoo Park, Mujeen Sung, Jinhyuk Lee, Jaewoo Kang

Comments 9 pages,1 figure, Findings of EMNLP 2020

2004.03672 2020-10-09 cs.CL

Dynamic Data Selection and Weighting for Iterative Back-Translation

Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig

Comments EMNLP 2020

2003.09592 2020-10-09 cs.IR

Privacy-Preserving News Recommendation Model Learning

Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang, Xing Xie

Comments The paper is to appear in "Findings of ACL: EMNLP 2020"

2010.03546 2020-10-08 cs.CL

Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing

Xilun Chen, Asish Ghoshal, Yashar Mehdad, Luke Zettlemoyer, Sonal Gupta

Comments EMNLP 2020