EMNLP - arXivDaily 期刊&会议

2010.12712 2021-09-21 cs.CL

Can images help recognize entities? A study of the role of images for Multimodal NER

Shuguang Chen, Gustavo Aguilar, Leonardo Neves, Thamar Solorio

Comments Accepted to W-NUT 2021 at EMNLP

2109.08627 2021-09-20 cs.CL

Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications

Shuo Sun, Ahmed El-Kishky, Vishrav Chaudhary, James Cross, Francisco Guzmán, Lucia Specia

Comments EMNLP 2021

2109.08613 2021-09-20 cs.CL

Adversarial Scrubbing of Demographic Information for Text Classification

Somnath Basu Roy Chowdhury, Sayan Ghosh, Yiyuan Li, Junier B. Oliva, Shashank Srivastava, Snigdha Chaturvedi

Comments Accepted at EMNLP 2021

2109.08588 2021-09-20 cs.CL

Does Commonsense help in detecting Sarcasm?

Somnath Basu Roy Chowdhury, Snigdha Chaturvedi

Comments Accepted at Insights from Negative Results in NLP Workshop, EMNLP 2021

2109.08569 2021-09-20 cs.CL

Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization

Ahmed Magooda, Diane Litman

Comments To appear in proceedings of EMNLP 2021 (https://2021.emnlp.org/)

2109.08565 2021-09-20 cs.CL

Exploring Multitask Learning for Low-Resource AbstractiveSummarization

Ahmed Magooda, Mohamed Elaraby, Diane Litman

Comments To appear in proceedings of EMNLP 2021 (https://2021.emnlp.org/)

2109.08544 2021-09-20 cs.AI cs.CL cs.LG cs.SC

Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules

Forough Arabshahi, Jennifer Lee, Antoine Bosselut, Yejin Choi, Tom Mitchell

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

2109.08412 2021-09-20 cs.CL

A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis

Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu

Comments 11 pages, 4 figures, accepted by the main conference of EMNLP 2021

2109.08382 2021-09-20 cs.CL

To be Closer: Learning to Link up Aspects with Opinions

Yuxiang Zhou, Lejian Liao, Yang Gao, Zhanming Jie, Wei Lu

Comments Accepted as a long paper in the main conference of EMNLP 2021

2109.08365 2021-09-20 cs.CL cs.SE

CodeQA: A Question Answering Dataset for Source Code Comprehension

Chenxiao Liu, Xiaojun Wan

Comments Findings of EMNLP 2021

2109.08359 2021-09-20 cs.CL cs.AI cs.LG

Distilling Linguistic Context for Language Model Compression

Geondo Park, Gyeongman Kim, Eunho Yang

Comments EMNLP 2021. Code: https://github.com/GeondoPark/CKD

2109.08259 2021-09-20 cs.CL

Self-training with Few-shot Rationalization: Teacher Explanations Aid Student in Few-shot NLU

Meghana Moorthy Bhat, Alessandro Sordoni, Subhabrata Mukherjee

Comments To Appear in EMNLP 2021

2109.08232 2021-09-20 cs.CL

A Bag of Tricks for Dialogue Summarization

Muhammad Khalifa, Miguel Ballesteros, Kathleen McKeown

Comments EMNLP 2021 - short paper

2109.08207 2021-09-20 cs.CL cs.AI

Numerical reasoning in machine reading comprehension tasks: are we there yet?

Hadeel Al-Negheimish, Pranava Madhyastha, Alessandra Russo

Comments to appear at EMNLP 2021

2109.07383 2021-09-20 cs.CL

RankNAS: Efficient Neural Architecture Search by Pairwise Ranking

Chi Hu, Chenglong Wang, Xiangnan Ma, Xia Meng, Yinqiao Li, Tong Xiao, Jingbo Zhu, Changliang Li

Comments To appear in EMNLP 2021

2109.05179 2021-09-20 cs.CL

Asking Questions Like Educational Experts: Automatically Generating Question-Answer Pairs on Real-World Examination Data

Fanyi Qu, Xin Jia, Yunfang Wu

Comments Accepted as a long paper in the main conference of EMNLP 2021

2104.07064 2021-09-20 cs.CL

Is Everything in Order? A Simple Way to Order Sentences

Somnath Basu Roy Chowdhury, Faeze Brahman, Snigdha Chaturvedi

Comments Accepted at EMNLP 2021

2012.15784 2021-09-20 cs.CL

Understanding Politics via Contextualized Discourse Processing

Rajkumar Pujari, Dan Goldwasser

Comments Accepted at EMNLP 2021 main conference; 16 pages including appendix, 18 figures, 6 tables

2012.15674 2021-09-20 cs.CL

ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora

Xuan Ouyang, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang

Comments Accepted by EMNLP 2021 (main conference, long paper)

2012.15283 2021-09-20 cs.CL

ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning

Rujun Han, Xiang Ren, Nanyun Peng

Comments This paper has been accepted by EMNLP'21 main conference

2109.08133 2021-09-17 cs.CL cs.IR

Phrase Retrieval Learns Passage Retrieval, Too

Jinhyuk Lee, Alexander Wettig, Danqi Chen

Comments EMNLP 2021. Code available at https://github.com/princeton-nlp/DensePhrases

2109.08120 2021-09-17 cs.CL

A Survey of Online Hate Speech through the Causal Lens

Antigoni-Maria Founta, Lucia Specia

Comments Accepted to CI+NLP: First Workshop on Causal Inference and NLP, part of EMNLP 2021

2109.07994 2021-09-17 cs.LG cs.CL

KnowMAN: Weakly Supervised Multinomial Adversarial Networks

Luisa März, Ehsaneddin Asgari, Fabienne Braune, Franziska Zimmermann, Benjamin Roth

Comments 9 pages, 3 figures, 2 tables, accepted to EMNLP 2021

2109.07954 2021-09-17 cs.CL

Improving Unsupervised Question Answering via Summarization-Informed Question Generation

Chenyang Lyu, Lifeng Shang, Yvette Graham, Jennifer Foster, Xin Jiang, Qun Liu

Comments EMNLP 2021 Long Paper

2109.07812 2021-09-17 cs.CL

Transductive Learning for Unsupervised Text Style Transfer

Fei Xiao, Liang Pang, Yanyan Lan, Yan Wang, Huawei Shen, Xueqi Cheng

Comments Accepted at EMNLP 2021

2109.07780 2021-09-17 cs.CL

Improving Neural Machine Translation by Bidirectional Training

Liang Ding, Di Wu, Dacheng Tao

Comments EMNLP 2021. arXiv admin note: text overlap with arXiv:2107.11572

2109.07725 2021-09-17 cs.CL

Sister Help: Data Augmentation for Frame-Semantic Role Labeling

Ayush Pancholy, Miriam R. L. Petruck, Swabha Swayamdipta

Comments Accepted to LAW-DMR at EMNLP 2021

2109.07713 2021-09-17 cs.CL cs.AI cs.LG

Transferable Persona-Grounded Dialogues via Grounded Minimal Edits

Chen Henry Wu, Yinhe Zheng, Xiaoxi Mao, Minlie Huang

Comments Accepted to EMNLP 2021

2109.07679 2021-09-17 cs.CL cs.AI

Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset

Tianqing Fang, Weiqi Wang, Sehyun Choi, Shibo Hao, Hongming Zhang, Yangqiu Song, Bin He

Comments EMNLP 2021 Main Conference

2109.07604 2021-09-17 cs.CL

Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification

Daria Pylypenko, Kwabena Amponsah-Kaakyire, Koel Dutta Chowdhury, Josef van Genabith, Cristina España-Bonet

Comments 9 pages, 5 pages appendix, 2 figures, 7 tables. The first 3 authors contributed equally. Accepted to EMNLP 2021, Main Conference