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Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing

共收录 8173
2010.02123 2020-10-06 cs.CL cs.AI cs.LG

Lifelong Language Knowledge Distillation

Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen

Comments EMNLP 2020 long paper

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2010.02057 2020-10-06 cs.CL cs.HC cs.LG

Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition

Jean-Benoit Delbrouck, Noé Tits, Stéphane Dupont

Comments EMNLP 2020 workshop: NLP Beyond Text (NLPBT)

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2010.01998 2020-10-06 cs.CL

X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset

Angel Daza, Anette Frank

Comments To be presented at the EMNLP 2020 Conference

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2010.01898 2020-10-06 cs.CL cs.AI

Exploring Semantic Capacity of Terms

Jie Huang, Zilong Wang, Kevin Chen-Chuan Chang, Wen-mei Hwu, Jinjun Xiong

Comments Accepted to EMNLP 2020

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2010.01891 2020-10-06 cs.CL cs.AI

A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese

Anh Tuan Nguyen, Mai Hoang Dao, Dat Quoc Nguyen

Comments EMNLP 2020 (Findings)

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2010.01791 2020-10-06 cs.CL

Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior

Zi Lin, Jeremiah Zhe Liu, Zi Yang, Nan Hua, Dan Roth

Comments Findings of EMNLP 2020

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2010.01786 2020-10-06 cs.CL cs.LG

Corpora Evaluation and System Bias Detection in Multi-document Summarization

Alvin Dey, Tanya Chowdhury, Yash Kumar Atri, Tanmoy Chakraborty

Comments 11 pages, 3 tables, 5 figures, Accepted in the Findings of EMNLP, 2020

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2010.01781 2020-10-06 cs.CL

Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning

Hanlu Wu, Tengfei Ma, Lingfei Wu, Tariro Manyumwa, Shouling Ji

Comments Long Paper in EMNLP 2020

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2010.01771 2020-10-06 cs.CL

Improving AMR Parsing with Sequence-to-Sequence Pre-training

Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou

Comments Accepted by EMNLP 2020

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2010.01764 2020-10-06 cs.LG cs.AI stat.ML

How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers?

Shayne Longpre, Yu Wang, Christopher DuBois

Comments 2 tables; 1 figure; EMNLP Findings

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2010.01717 2020-10-06 cs.CL cs.HC

STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation

Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, Mohit Iyyer

Comments Accepted as a long paper to EMNLP 2020

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2010.01694 2020-10-06 cs.CL cs.LG

On Losses for Modern Language Models

Stephane Aroca-Ouellette, Frank Rudzicz

Comments Accepted to EMNLP 2020. 9 Pages + 3 Pages of References and Appendices (12 Pages total)

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2010.01677 2020-10-06 cs.CL

Local Additivity Based Data Augmentation for Semi-supervised NER

Jiaao Chen, Zhenghui Wang, Ran Tian, Zichao Yang, Diyi Yang

Comments EMNLP 2020

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2010.01672 2020-10-06 cs.CL

Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization

Jiaao Chen, Diyi Yang

Comments EMNLP 2020

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2010.01667 2020-10-06 cs.CL

Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation

Luyu Gao, Xinyi Wang, Graham Neubig

Comments Accepted to Findings of EMNLP 2020

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2010.01658 2020-10-06 cs.CL

Generating Dialogue Responses from a Semantic Latent Space

Wei-Jen Ko, Avik Ray, Yilin Shen, Hongxia Jin

Comments EMNLP 2020

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2010.01657 2020-10-06 cs.CL

Inquisitive Question Generation for High Level Text Comprehension

Wei-Jen Ko, Te-Yuan Chen, Yiyan Huang, Greg Durrett, Junyi Jessy Li

Comments EMNLP 2020

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2010.01653 2020-10-06 cs.CL

An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels

Ilias Chalkidis, Manos Fergadiotis, Sotiris Kotitsas, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos

Comments 9 pages, long paper at EMNLP 2020 proceedings

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2010.01526 2020-10-06 cs.LG cs.CL

NLP Service APIs and Models for Efficient Registration of New Clients

Sahil Shah, Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi

Comments Accepted to Findings of EMNLP, 2020

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2010.01495 2020-10-06 cs.CL cs.AI cs.LG

Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning

Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King

Comments EMNLP 2020, Findings, 10 pages, 4 figures

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2010.01494 2020-10-06 cs.IR

PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision

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

Comments To appear in Findings of EMNLP 2020

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2010.01475 2020-10-06 cs.CL

Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space

Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Jiancheng Lv, Nan Duan, Ming Zhou

Comments Accepted at EMNLP 2020

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2010.01454 2020-10-06 cs.CL

MIME: MIMicking Emotions for Empathetic Response Generation

Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander Gelbukh, Rada Mihalcea, Soujanya Poria

Comments EMNLP 2020

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2010.01447 2020-10-06 cs.CL cs.AI

GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems

Shiquan Yang, Rui Zhang, Sarah Erfani

Comments 11 pages, 5 figures, Accepted as an EMNLP 2020 Long Paper

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2010.01417 2020-10-06 cs.CL cs.AI

Semantic Role Labeling Guided Multi-turn Dialogue ReWriter

Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu

Comments To appear in EMNLP 2020

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2010.01285 2020-10-06 cs.LG cs.CR stat.ML

Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness

Lingjuan Lyu, Xuanli He, Yitong Li

Comments accepted to Findings of EMNLP 2020

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2010.01268 2020-10-06 cs.CL

Partially-Aligned Data-to-Text Generation with Distant Supervision

Zihao Fu, Bei Shi, Wai Lam, Lidong Bing, Zhiyuan Liu

Comments To appear EMNLP 2020. 11 pages

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2010.01263 2020-10-06 cs.CL

Multilevel Text Alignment with Cross-Document Attention

Xuhui Zhou, Nikolaos Pappas, Noah A. Smith

Comments EMNLP 2020

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2010.01239 2020-10-06 cs.CL

Mining Knowledge for Natural Language Inference from Wikipedia Categories

Mingda Chen, Zewei Chu, Karl Stratos, Kevin Gimpel

Comments Findings of EMNLP 2020

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2010.01150 2020-10-06 cs.CL

Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media

Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cecile Paris

Comments Findings of EMNLP 2020

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