ACL - arXivDaily 期刊&会议

2007.12076 2020-07-24 cs.CL cs.IR cs.LG cs.NE

HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts

Aditya Srivastava, V. Harsha Vardhan

Comments 6 pages, 2 figures, 4 tables, math equations, to be published in the proceedings of the 14th International Workshop on Semantic Evaluation (SemEval) 2020, Association for Computational Linguistics (ACL). Code for the paper is available at https://github.com/IamAdiSri/hcms-semeval20 . Data and task description is available at https://competitions.codalab.org/competitions/20654

2005.12484 2020-07-24 cs.CL

Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading

Yifan Gao, Chien-Sheng Wu, Shafiq Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi

Comments ACL 2020, 11 pages, 3 figures

2004.12274 2020-07-24 cs.CL cs.CV eess.IV

Show, Describe and Conclude: On Exploiting the Structure Information of Chest X-Ray Reports

Baoyu Jing, Zeya Wang, Eric Xing

Comments ACL 2019

1910.01769 2020-07-24 cs.CL cs.LG stat.ML

Distilling BERT into Simple Neural Networks with Unlabeled Transfer Data

Subhabrata Mukherjee, Ahmed Hassan Awadallah

Comments Multilingual version of this work, namely XtremeDistil (https://aka.ms/XtremeDistil) appears at ACL 2020

1906.01688 2020-07-23 cs.CL

Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change

Haim Dubossarsky, Simon Hengchen, Nina Tahmasebi, Dominik Schlechtweg

Comments To appear in the 57th Annual Meeting of the Association for Computational Linguistics (ACL2019)

2005.04232 2020-07-23 cs.CL cs.LG stat.ML

Text-Based Ideal Points

Keyon Vafa, Suresh Naidu, David M. Blei

Comments Appeared in Proceedings of the 2020 Conference of the Association for Computational Linguistics (ACL 2020)

2007.10873 2020-07-22 cs.CL cs.FL

Connecting Embeddings for Knowledge Graph Entity Typing

Yu Zhao, Anxiang Zhang, Ruobing Xie, Kang Liu, Xiaojie Wang

Journal ref Association for Computational Linguistics, 2020, 6419--6428

2007.09878 2020-07-21 cs.CL cs.IR

Frustratingly Hard Evidence Retrieval for QA Over Books

Xiangyang Mou, Mo Yu, Bingsheng Yao, Chenghao Yang, Xiaoxiao Guo, Saloni Potdar, Hui Su

Comments ACL 2020 NUSE Workshop, 6 pages

1911.03829 2020-07-21 cs.CL cs.LG

Distilling Knowledge Learned in BERT for Text Generation

Yen-Chun Chen, Zhe Gan, Yu Cheng, Jingzhou Liu, Jingjing Liu

Comments ACL 2020

1911.01746 2020-07-21 cs.CL

Coreference Resolution as Query-based Span Prediction

Wei Wu, Fei Wang, Arianna Yuan, Fei Wu, Jiwei Li

Journal ref ACL2020

2005.08866 2020-07-17 cs.CL

Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations

Sam Coope, Tyler Farghly, Daniela Gerz, Ivan Vulić, Matthew Henderson

Comments ACL 2020 (updated version with errata)

2007.08100 2020-07-17 cs.CL cs.LG

Towards Debiasing Sentence Representations

Paul Pu Liang, Irene Mengze Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhutdinov, Louis-Philippe Morency

Comments ACL 2020, code available at https://github.com/pliang279/sent_debias

2007.08005 2020-07-17 eess.AS cs.CL cs.LG cs.SD

Xiaomingbot: A Multilingual Robot News Reporter

Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li

Comments Accepted to ACL 2020 - system demonstration

2004.12440 2020-07-16 cs.CL

Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language

Qianhui Wu, Zijia Lin, Börje F. Karlsson, Jian-Guang Lou, Biqing Huang

Comments This paper is accepted by ACL2020. Code is available at https://github.com/microsoft/vert-papers/tree/master/papers/SingleMulti-TS

Journal ref In ACL, pages 6505-6514, 2020

2007.06897 2020-07-15 cs.CL cs.LG

What's in a Name? Are BERT Named Entity Representations just as Good for any other Name?

Sriram Balasubramanian, Naman Jain, Gaurav Jindal, Abhijeet Awasthi, Sunita Sarawagi

Comments Accepted at RepL4NLP, ACL2020

2004.03066 2020-07-15 cs.CL

Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition

Paloma Jeretic, Alex Warstadt, Suvrat Bhooshan, Adina Williams

Comments to appear in Proceedings of ACL 2020

2007.06174 2020-07-14 cs.CL

Generating Fluent Adversarial Examples for Natural Languages

Huangzhao Zhang, Hao Zhou, Ning Miao, Lei Li

Comments Accepted by ACL 2019

2007.06162 2020-07-14 cs.CL

Do You Have the Right Scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods

Ning Miao, Yuxuan Song, Hao Zhou, Lei Li

Comments Accepted by ACL 2020

2007.02025 2020-07-14 cs.CL cs.SD eess.AS

Robust Prediction of Punctuation and Truecasing for Medical ASR

Monica Sunkara, Srikanth Ronanki, Kalpit Dixit, Sravan Bodapati, Katrin Kirchhoff

Comments Accepted for ACL NLPMC workshop 2020

2004.10706 2020-07-14 cs.DL cs.CL

CORD-19: The COVID-19 Open Research Dataset

Lucy Lu Wang, Kyle Lo, Yoganand Chandrasekhar, Russell Reas, Jiangjiang Yang, Doug Burdick, Darrin Eide, Kathryn Funk, Yannis Katsis, Rodney Kinney, Yunyao Li, Ziyang Liu, William Merrill, Paul Mooney, Dewey Murdick, Devvret Rishi, Jerry Sheehan, Zhihong Shen, Brandon Stilson, Alex Wade, Kuansan Wang, Nancy Xin Ru Wang, Chris Wilhelm, Boya Xie, Douglas Raymond, Daniel S. Weld, Oren Etzioni, Sebastian Kohlmeier

Comments ACL NLP-COVID Workshop 2020

1911.03823 2020-07-13 cs.CL

Translationese as a Language in "Multilingual" NMT

Parker Riley, Isaac Caswell, Markus Freitag, David Grangier

Journal ref Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (2020) 7737-7746

2005.00311 2020-07-10 cs.CL cs.LG

Language (Re)modelling: Towards Embodied Language Understanding

Ronen Tamari, Chen Shani, Tom Hope, Miriam R. L. Petruck, Omri Abend, Dafna Shahaf

Comments Accepted to ACL2020 Theme Track. Extended bibliography version

2004.04498 2020-07-10 cs.CL

Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem

Danielle Saunders, Bill Byrne

Comments ACL 2020

1911.03903 2020-07-10 cs.CL

A Re-evaluation of Knowledge Graph Completion Methods

Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha Talukdar, Yiming Yang

Comments Accepted at ACL 2020

2007.04304 2020-07-09 cs.CL cs.AI cs.LG cs.RO

Unsupervised Online Grounding of Natural Language during Human-Robot Interactions

Oliver Roesler

Comments 11 pages, 6 figures, 3 tables; Published in Proceedings of the Second Grand Challenge and Workshop on Multimodal Language (Challenge-HML) in the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020)

2007.03876 2020-07-09 cs.CL

Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents

Eda Okur, Shachi H Kumar, Saurav Sahay, Lama Nachman

Comments ACL 2020 - Second Grand-Challenge and Workshop on Multimodal Language (Challenge-HML)

2005.07486 2020-07-09 cs.CL cs.LG

Adaptive Transformers for Learning Multimodal Representations

Prajjwal Bhargava

Comments Accepted at ACL SRW 2020. Code can be found here https://github.com/prajjwal1/adaptive_transformer

2007.03356 2020-07-08 cs.LG cs.CL stat.ML

Do Transformers Need Deep Long-Range Memory

Jack W. Rae, Ali Razavi

Comments published at 58th Annual Meeting of the Association for Computational Linguistics. 6 pages, 4 figures, 1 table

2007.02598 2020-07-08 cs.CL

Reflection-based Word Attribute Transfer

Yoichi Ishibashi, Katsuhito Sudoh, Koichiro Yoshino, Satoshi Nakamura

Comments Accepted at ACL 2020 Student Research Workshop (SRW)

2005.02439 2020-07-08 cs.CL cs.IR cs.LG

Contextualizing Hate Speech Classifiers with Post-hoc Explanation

Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, Morteza Dehghani, Xiang Ren

Comments To appear in Proceedings of the 2020 Annual Conference of the Association for Computational Linguistics; Updated references and discussions