EMNLP - arXivDaily 期刊&会议

2104.08817 2021-09-09 cs.CL

Stream-level Latency Evaluation for Simultaneous Machine Translation

Javier Iranzo-Sánchez, Jorge Civera, Alfons Juan

Comments EMNLP 2021 Camera Ready

2104.08116 2021-09-09 cs.CL

Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media

Paul Röttger, Janet B. Pierrehumbert

Comments Accepted at EMNLP 2021 (Findings)

2101.00234 2021-09-09 cs.CL cs.LG

Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers

Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo

Comments EMNLP 2021 Findings

2004.13805 2021-09-09 cs.CL cs.LG

Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models

Taeuk Kim, Bowen Li, Sang-goo Lee

Comments EMNLP 2021 Findings

2109.03199 2021-09-08 cs.CL

Unsupervised Conversation Disentanglement through Co-Training

Hui Liu, Zhan Shi, Xiaodan Zhu

Comments Accepted to EMNLP 2021 main conference

2109.03171 2021-09-08 cs.CL

Aspect-Controllable Opinion Summarization

Reinald Kim Amplayo, Stefanos Angelidis, Mirella Lapata

Comments EMNLP 2021

2109.03155 2021-09-08 cs.CL cs.AI cs.LG

PAUSE: Positive and Annealed Unlabeled Sentence Embedding

Lele Cao, Emil Larsson, Vilhelm von Ehrenheim, Dhiana Deva Cavalcanti Rocha, Anna Martin, Sonja Horn

Comments Accepted by EMNLP 2021 main conference as long paper (12 pages and 2 figures). For source code, see https://github.com/EQTPartners/pause

2109.03084 2021-09-08 cs.CL cs.AI

Learning grounded word meaning representations on similarity graphs

Mariella Dimiccoli, Herwig Wendt, Pau Batlle

Comments Accepted to EMNLP 2021 (long paper)

2109.03079 2021-09-08 cs.CL

GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation

Derek Chen, Zhou Yu

Comments 14 pages, 5 figures. Accepted at EMNLP 2021

2109.02905 2021-09-08 cs.CL

Exploiting Reasoning Chains for Multi-hop Science Question Answering

Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam

Comments 14 pages, Findings of EMNLP 2021

2109.02846 2021-09-08 cs.CL

Datasets: A Community Library for Natural Language Processing

Quentin Lhoest, Albert Villanova del Moral, Yacine Jernite, Abhishek Thakur, Patrick von Platen, Suraj Patil, Julien Chaumond, Mariama Drame, Julien Plu, Lewis Tunstall, Joe Davison, Mario Šaško, Gunjan Chhablani, Bhavitvya Malik, Simon Brandeis, Teven Le Scao, Victor Sanh, Canwen Xu, Nicolas Patry, Angelina McMillan-Major, Philipp Schmid, Sylvain Gugger, Clément Delangue, Théo Matussière, Lysandre Debut, Stas Bekman, Pierric Cistac, Thibault Goehringer, Victor Mustar, François Lagunas, Alexander M. Rush, Thomas Wolf

Comments EMNLP Demo 2021

2109.02837 2021-09-08 cs.CL

Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models

Kaixin Ma, Filip Ilievski, Jonathan Francis, Satoru Ozaki, Eric Nyberg, Alessandro Oltramari

Comments EMNLP 2021

2109.02403 2021-09-08 cs.CL

Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction

Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Yi Chang

Comments 11 pages, Findings of EMNLP'2021, 7th-11th November 2021

2109.01762 2021-09-08 cs.SI

(Mis)alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys

Kenneth Joseph, Sarah Shugars, Ryan Gallagher, Jon Green, Alexi Quintana Mathé, Zijian An, David Lazer

Comments Accepted at EMNLP'21

2109.00904 2021-09-08 cs.CL

MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer

Ilias Chalkidis, Manos Fergadiotis, Ion Androutsopoulos

Comments 9 pages, long paper at EMNLP 2021 proceedings

2104.07555 2021-09-08 cs.CL

Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation

Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari

Comments Accepted at EMNLP 2021

2104.07228 2021-09-08 cs.CL cs.AI

Sentence-Permuted Paragraph Generation

Wenhao Yu, Chenguang Zhu, Tong Zhao, Zhichun Guo, Meng Jiang

Comments EMNLP 2021 (long paper)

2102.07818 2021-09-08 cs.LG

Certified Robustness to Programmable Transformations in LSTMs

Yuhao Zhang, Aws Albarghouthi, Loris D'Antoni

Comments EMNLP 2021

2009.13401 2021-09-08 cs.CL cs.LG

Injecting Entity Types into Entity-Guided Text Generation

Xiangyu Dong, Wenhao Yu, Chenguang Zhu, Meng Jiang

Comments EMNLP 2021

1909.00160 2021-09-07 cs.CL cs.AI cs.LG

Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs

Soumya Sharma, Bishal Santra, Abhik Jana, T. Y. S. S. Santosh, Niloy Ganguly, Pawan Goyal

Comments EMNLP 2019 accepted short paper

2109.02457 2021-09-07 cs.CL

Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement

Mengting Hu, Honglei Guo, Shiwan Zhao, Hang Gao, Zhong Su

Comments Accepted by EMNLP 2021 main conference

2109.02297 2021-09-07 cs.CL cs.AI

Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser

Duo Zheng, Zipeng Xu, Fandong Meng, Xiaojie Wang, Jiaan Wang, Jie Zhou

Comments Accepted by Findings of EMNLP 2021. Code is available at: https://github.com/zd11024/Entity_Questioner

2109.02284 2021-09-07 cs.CL

Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training

Minghao Wu, Yitong Li, Meng Zhang, Liangyou Li, Gholamreza Haffari, Qun Liu

Comments 15 pages, 4 figures, to appear at EMNLP 2021 main conference

2109.02254 2021-09-07 cs.CL

Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations

Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Florence T. Bourgeois, Adam G. Dunn

Comments Accepted at EMNLP 2021 Findings

2109.02247 2021-09-07 cs.CL cs.AI

STaCK: Sentence Ordering with Temporal Commonsense Knowledge

Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Comments Accepted as a full paper at EMNLP 2021

2109.02237 2021-09-07 cs.CL cs.AI

BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks

Tuan Lai, Heng Ji, ChengXiang Zhai

Comments Accepted to EMNLP 2021 (Findings)

2109.02221 2021-09-07 cs.CL

Nearest Neighbour Few-Shot Learning for Cross-lingual Classification

M Saiful Bari, Batool Haider, Saab Mansour

Journal ref The 2021 Conference on Empirical Methods in Natural Language Processing

2109.02099 2021-09-07 cs.CL cs.AI

Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction

Kailong Hao, Botao Yu, Wei Hu

Comments Accepted in the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021)

2109.02040 2021-09-07 cs.CL cs.CV cs.LG

Data Efficient Masked Language Modeling for Vision and Language

Yonatan Bitton, Gabriel Stanovsky, Michael Elhadad, Roy Schwartz

Comments Accepted to Findings of EMNLP 2021

2109.02020 2021-09-07 cs.CL

Re-entry Prediction for Online Conversations via Self-Supervised Learning

Lingzhi Wang, Xingshan Zeng, Huang Hu, Kam-Fai Wong, Daxin Jiang

Comments Accepted by EMNLP 2021 Findings