EMNLP - arXivDaily 期刊&会议

2009.13833 2021-03-25 cs.CL

HINT3: Raising the bar for Intent Detection in the Wild

Gaurav Arora, Chirag Jain, Manas Chaturvedi, Krupal Modi

Comments Accepted at EMNLP-2020's Insights workshop

Journal ref Proceedings of the First Workshop on Insights from Negative Results in NLP @ EMNLP 2020

1909.04054 2021-03-24 cs.CL

Pretrained Language Models for Sequential Sentence Classification

Arman Cohan, Iz Beltagy, Daniel King, Bhavana Dalvi, Daniel S. Weld

Comments EMNLP 2019

Journal ref Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) (2019) 3693-3699

1911.03561 2021-03-22 cs.CL cs.LG

Graph-to-Graph Transformer for Transition-based Dependency Parsing

Alireza Mohammadshahi, James Henderson

Comments Accepted to Findings of EMNLP 2020

2009.08552 2021-03-15 cs.CL cs.AI

Structured Attention for Unsupervised Dialogue Structure Induction

Liang Qiu, Yizhou Zhao, Weiyan Shi, Yuan Liang, Feng Shi, Tao Yuan, Zhou Yu, Song-Chun Zhu

Comments Long paper accepted by EMNLP 2020

2010.02609 2021-03-10 cs.CL

Position-Aware Tagging for Aspect Sentiment Triplet Extraction

Lu Xu, Hao Li, Wei Lu, Lidong Bing

Comments 15 pages, 10 figures, accepted by EMNLP 2020

2004.14602 2021-03-09 cs.CL

Look at the First Sentence: Position Bias in Question Answering

Miyoung Ko, Jinhyuk Lee, Hyunjae Kim, Gangwoo Kim, Jaewoo Kang

Comments 13 pages, EMNLP 2020

2103.03448 2021-03-08 cs.CL

Syntactic and Semantic-driven Learning for Open Information Extraction

Jialong Tang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Xinyan Xiao, Hua Wu

Comments 11 pages

Journal ref Findings of ACL: EMNLP 2020

2009.13888 2021-03-04 cs.CL cs.AI cs.LG

Utility is in the Eye of the User: A Critique of NLP Leaderboards

Kawin Ethayarajh, Dan Jurafsky

Comments EMNLP 2020 (updated with additional references)

2004.14992 2021-03-03 cs.CL stat.ML

How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking

Nicola De Cao, Michael Schlichtkrull, Wilker Aziz, Ivan Titov

Comments Accepted at the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). Source code available at https://github.com/nicola-decao/diffmask . 18 pages, 15 figures, 4 tables

1911.04916 2021-02-16 cs.CL

Morphological Segmentation Inside-Out

Ryan Cotterell, Arun Kumar, Hinrich Schütze

Comments EMNLP 2016

2005.00172 2021-02-15 cs.CL

Information Seeking in the Spirit of Learning: a Dataset for Conversational Curiosity

Pedro Rodriguez, Paul Crook, Seungwhan Moon, Zhiguang Wang

Comments EMNLP 2020: https://www.aclweb.org/anthology/2020.emnlp-main.655/

2010.09240 2021-02-10 cs.CL cs.AI

Multi-hop Question Generation with Graph Convolutional Network

Dan Su, Yan Xu, Wenliang Dai, Ziwei Ji, Tiezheng Yu, Pascale Fung

Comments Findings of EMNLP 2020

2009.11152 2021-02-09 cs.CL cs.AI

Hierarchical Pre-training for Sequence Labelling in Spoken Dialog

Emile Chapuis, Pierre Colombo, Matteo Manica, Matthieu Labeau, Chloe Clavel

Journal ref EMNLP 2020

2009.12061 2021-02-08 cs.CL cs.LG

An Unsupervised Sentence Embedding Method by Mutual Information Maximization

Yan Zhang, Ruidan He, Zuozhu Liu, Kwan Hui Lim, Lidong Bing

Comments Accepted to EMNLP 2020, code is released

2004.13625 2021-02-08 cs.CL

Event Extraction by Answering (Almost) Natural Questions

Xinya Du, Claire Cardie

Comments EMNLP 2020

2009.07396 2021-02-03 cs.CL cs.AI cs.DB cs.LG

Grounded Adaptation for Zero-shot Executable Semantic Parsing

Victor Zhong, Mike Lewis, Sida I. Wang, Luke Zettlemoyer

Comments EMNLP 2020 long paper. 14 pages, 5 figures

2101.09743 2021-01-26 cs.CL

A Novel Two-stage Framework for Extracting Opinionated Sentences from News Articles

Rajkumar Pujari, Swara Desai, Niloy Ganguly, Pawan Goyal

Comments Presented as a talk at TextGraphs-9: the workshop on Graph-based Methods for Natural Language Processing at EMNLP 2014

2010.03142 2021-01-25 cs.CL

Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information

Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li

Comments EMNLP 2020

2010.15149 2021-01-19 cs.CL cs.AI

Detecting Stance in Media on Global Warming

Yiwei Luo, Dallas Card, Dan Jurafsky

Comments 9 pages, 6 figures

Journal ref Findings of ACL: EMNLP 2020

2010.02650 2021-01-19 cs.CL

If beam search is the answer, what was the question?

Clara Meister, Tim Vieira, Ryan Cotterell

Comments EMNLP 2020

2010.08187 2021-01-14 cs.AI cs.CL cs.IR cs.LG

PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation

Guangneng Hu, Qiang Yang

Comments Findings of EMNLP 2020

Journal ref Findings of ACL: EMNLP 2020

2101.03553 2021-01-12 cs.CL cs.AI cs.IR cs.LG

Summaformers @ LaySumm 20, LongSumm 20

Sayar Ghosh Roy, Nikhil Pinnaparaju, Risubh Jain, Manish Gupta, Vasudeva Varma

Comments Proceedings of the First Workshop on Scholarly Document Processing (SDP) at EMNLP 2020

Journal ref In Proceedings of the First Workshop on Scholarly Document Processing, pages 336 - 343, 2020, Online. Association for Computational Linguistics

2004.15015 2021-01-05 cs.CL cs.CR cs.LG

Imitation Attacks and Defenses for Black-box Machine Translation Systems

Eric Wallace, Mitchell Stern, Dawn Song

Comments EMNLP 2020

1908.07125 2021-01-05 cs.CL cs.LG

Universal Adversarial Triggers for Attacking and Analyzing NLP

Eric Wallace, Shi Feng, Nikhil Kandpal, Matt Gardner, Sameer Singh

Comments EMNLP 2019

1605.05195 2021-01-05 cs.SI cs.AI cs.CL cs.IR

Enhanced Twitter Sentiment Classification Using Contextual Information

Soroush Vosoughi, Helen Zhou, Deb Roy

Comments In proceedings of the 6th workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA) at EMNLP 2015

2012.12627 2021-01-01 cs.CL cs.AI cs.DB cs.LG

Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing

Xi Victoria Lin, Richard Socher, Caiming Xiong

Comments EMNLP Findings 2020 long paper extended; 23 pages

2004.14620 2021-01-01 cs.CL

Universal Dependencies according to BERT: both more specific and more general

Tomasz Limisiewicz, Rudolf Rosa, David Mareček

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2020

2012.13978 2020-12-29 cs.CL cs.AI cs.LG

MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining

Zhi Wen, Xing Han Lu, Siva Reddy

Comments EMNLP 2020 Clinical NLP

Journal ref In Proceedings of the 3rd Clinical Natural Language Processing Workshop, pp. 130-135. 2020

2012.11740 2020-12-23 cs.CL cs.LG

SChuBERT: Scholarly Document Chunks with BERT-encoding boost Citation Count Prediction

Thomas van Dongen, Gideon Maillette de Buy Wenniger, Lambert Schomaker

Comments Published at the First Workshop on Scholarly Document Processing, at EMNLP 2020. Minor corrections were made to the workshop version, including addition of color to Figures 1,2

Journal ref Proceedings of the First Workshop on Scholarly Document Processing. Association for Computational Linguistics. (2020) 158-167. EMNLP|SDP 2020 https://www.aclweb.org/anthology/2020.sdp-1.17/

2012.11145 2020-12-22 cs.CL

Domain specific BERT representation for Named Entity Recognition of lab protocol

Tejas Vaidhya, Ayush Kaushal

Comments EMNLP 2020 Workshop; 5 pages