EMNLP - arXivDaily 期刊&会议

2010.10649 2020-10-22 cs.CL

Detecting Media Bias in News Articles using Gaussian Bias Distributions

Wei-Fan Chen, Khalid Al-Khatib, Benno Stein, Henning Wachsmuth

Journal ref EMNLP 2020 Findings

2010.10648 2020-10-22 cs.CL cs.CV cs.LG

Towards End-to-End In-Image Neural Machine Translation

Elman Mansimov, Mitchell Stern, Mia Chen, Orhan Firat, Jakob Uszkoreit, Puneet Jain

Comments Accepted as an oral presentation at EMNLP, NLP Beyond Text workshop, 2020

2010.10566 2020-10-22 cs.CL

Better Highlighting: Creating Sub-Sentence Summary Highlights

Sangwoo Cho, Kaiqiang Song, Chen Li, Dong Yu, Hassan Foroosh, Fei Liu

Comments EMNLP 2020 (Long Paper)

2010.06822 2020-10-22 cs.CL cs.AI

Modeling Protagonist Emotions for Emotion-Aware Storytelling

Faeze Brahman, Snigdha Chaturvedi

Comments EMNLP 2020, update: Conference version of Weber et al. (2020) is cited

2001.04063 2020-10-22 cs.CL

ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training

Weizhen Qi, Yu Yan, Yeyun Gong, Dayiheng Liu, Nan Duan, Jiusheng Chen, Ruofei Zhang, Ming Zhou

Comments Accepted to EMNLP 2020 Findings. Project page: https://github.com/microsoft/ProphetNet

2010.09927 2020-10-21 cs.CL cs.AI cs.DB cs.IR

ColloQL: Robust Cross-Domain Text-to-SQL Over Search Queries

Karthik Radhakrishnan, Arvind Srikantan, Xi Victoria Lin

Comments IntEx-SemPar Workshop at EMNLP 2020, 12 pages, 3 figures

2010.09926 2020-10-21 cs.CL cs.AI

Explainable Automated Fact-Checking for Public Health Claims

Neema Kotonya, Francesca Toni

Comments Accepted to EMNLP 2020. 15 pages, 7 figures, 9 tables. The dataset is available at https://github.com/neemakot/Health-Fact-Checking

2010.02352 2020-10-21 cs.CL

Inference Strategies for Machine Translation with Conditional Masking

Julia Kreutzer, George Foster, Colin Cherry

Comments EMNLP 2020, updated Fig 3

2004.14963 2020-10-21 cs.CL

Data and Representation for Turkish Natural Language Inference

Emrah Budur, Rıza Özçelik, Tunga Güngör, Christopher Potts

Comments Accepted to EMNLP 2020

2004.14530 2020-10-21 cs.CL

Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations

Peng Qi, Yuhao Zhang, Christopher D. Manning

Comments Findings of ACL: EMNLP 2020. Code available at: https://github.com/qipeng/stay-hungry-stay-focused

2004.06063 2020-10-21 cs.CL cs.AI cs.LG

BLEU might be Guilty but References are not Innocent

Markus Freitag, David Grangier, Isaac Caswell

Comments Accepted at EMNLP 2020

2004.04070 2020-10-21 cs.CL

Are All Good Word Vector Spaces Isomorphic?

Ivan Vulić, Sebastian Ruder, Anders Søgaard

Comments EMNLP 2020: Long paper. Equal contribution from all three authors

2010.09657 2020-10-20 cs.CL cs.AI

PySBD: Pragmatic Sentence Boundary Disambiguation

Nipun Sadvilkar, Mark Neumann

Comments 'PySBD: Pragmatic Sentence Boundary Disambiguation' is a short paper (5 Pages with references) accepted into 2nd Workshop for Natural Language Processing Open Source Software (NLP-OSS) at EMNLP 2020 happening on 19 Nov 2020

2010.09459 2020-10-20 cs.CL cs.HC cs.LG

Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains

Eyal Shnarch, Leshem Choshen, Guy Moshkowich, Noam Slonim, Ranit Aharonov

Comments Accepted to Findings of EMNLP

2010.09402 2020-10-20 cs.CL cs.LG

Revisiting Modularized Multilingual NMT to Meet Industrial Demands

Sungwon Lyu, Bokyung Son, Kichang Yang, Jaekyoung Bae

Comments The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

2010.09381 2020-10-20 cs.CL

The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification

Abdullatif Köksal, Arzucan Özgür

Comments Findings of EMNLP 2020

2010.09189 2020-10-20 cs.CL cs.IR

Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning

Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao

Comments EMNLP 2020

2010.08983 2020-10-20 cs.CL cs.AI

Towards Interpreting BERT for Reading Comprehension Based QA

Sahana Ramnath, Preksha Nema, Deep Sahni, Mitesh M. Khapra

Comments 7 pages including references and appendix. Accepted at EMNLP 2020

2010.08865 2020-10-20 cs.CL cs.AI cs.IR cs.LG

HABERTOR: An Efficient and Effective Deep Hatespeech Detector

Thanh Tran, Yifan Hu, Changwei Hu, Kevin Yen, Fei Tan, Kyumin Lee, Serim Park

Journal ref EMNLP 2020

2010.08824 2020-10-20 cs.CL

Knowledge-Grounded Dialogue Generation with Pre-trained Language Models

Xueliang Zhao, Wei Wu, Can Xu, Chongyang Tao, Dongyan Zhao, Rui Yan

Comments Accepted by EMNLP 2020

2010.08606 2020-10-20 cs.LG cs.CL

Evaluating Attribution Methods using White-Box LSTMs

Yiding Hao

Comments To appear in the Proceedings of the 2020 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP

2010.06792 2020-10-20 cs.CL cs.LG

Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach

Bowen Tan, Lianhui Qin, Eric P. Xing, Zhiting Hu

Comments EMNLP 2020, code and data available at https://github.com/tanyuqian/aspect-based-summarization

2010.06203 2020-10-20 cs.CL

Mitigating Gender Bias in Machine Translation with Target Gender Annotations

Artūrs Stafanovičs, Toms Bergmanis, Mārcis Pinnis

Comments EMNLP 2020 Fifth Conference on Machine Translation (WMT20)

2010.01610 2020-10-20 cs.CL

Adversarial Attack and Defense of Structured Prediction Models

Wenjuan Han, Liwen Zhang, Yong Jiang, Kewei Tu

Comments Accepted to EMNLP 2020

2009.13112 2020-10-20 cs.CV

Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation

Jiannan Xiang, Xin Eric Wang, William Yang Wang

Comments Findings of EMNLP 2020

2009.09025 2020-10-20 cs.CL

COMET: A Neural Framework for MT Evaluation

Ricardo Rei, Craig Stewart, Ana C Farinha, Alon Lavie

Comments EMNLP 2020

2004.09167 2020-10-20 cs.CL cs.IR cs.LG

CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

Akshay Smit, Saahil Jain, Pranav Rajpurkar, Anuj Pareek, Andrew Y. Ng, Matthew P. Lungren

Comments Accepted to EMNLP 2020

2001.00725 2020-10-20 cs.CL

TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising

Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve

Comments Accepted at EMNLP 2020

2010.08777 2020-10-20 cs.CL cs.IR

Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction

Pengshuai Li, Xinsong Zhang, Weijia Jia, Wei Zhao

Comments accepted to appear at Findings of EMNLP 2020

2010.08738 2020-10-20 cs.CL

RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling

Jun Quan, Shian Zhang, Qian Cao, Zizhong Li, Deyi Xiong

Comments EMNLP 2020 (long paper)