EMNLP

BLEU might be Guilty but References are not Innocent

Markus Freitag, David Grangier, Isaac Caswell

Comments Accepted at EMNLP 2020

Are All Good Word Vector Spaces Isomorphic?

Ivan Vulić, Sebastian Ruder, Anders Søgaard

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

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

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

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)

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

Abdullatif Köksal, Arzucan Özgür

Comments Findings of EMNLP 2020

Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning

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

Comments EMNLP 2020

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

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

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

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

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

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)

Adversarial Attack and Defense of Structured Prediction Models

Wenjuan Han, Liwen Zhang, Yong Jiang, Kewei Tu

Comments Accepted to EMNLP 2020

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

COMET: A Neural Framework for MT Evaluation

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

Comments EMNLP 2020

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

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

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

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)

Multimodal Speech Recognition with Unstructured Audio Masking

Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott

Comments Accepted to NLP Beyond Text workshop, EMNLP 2020

Substance over Style: Document-Level Targeted Content Transfer

Allison Hegel, Sudha Rao, Asli Celikyilmaz, Bill Dolan

Comments This paper has been accepted to be published at EMNLP 2020

Generating Fact Checking Summaries for Web Claims

Rahul Mishra, Dhruv Gupta, Markus Leippold

Comments Accepted paper; The 2020 Conference on Empirical Methods in Natural Language Processing EMNLP - WNUT

Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains

Weijie Yu, Chen Xu, Jun Xu, Liang Pang, Xiaopeng Gao, Xiaozhao Wang, Ji-Rong Wen

Comments accepted as long paper by EMNLP 2020

AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling

Libo Qin, Xiao Xu, Wanxiang Che, Ting Liu

Comments Accepted at Findings of EMNLP 2020. Data and code are available at this [URL] (https://github.com/LooperXX/AGIF)

A Multilingual View of Unsupervised Machine Translation

Xavier Garcia, Pierre Foret, Thibault Sellam, Ankur P. Parikh

Comments Accepted at Findings of EMNLP 2020 [Fixed processing error.]

Detecting Objectifying Language in Online Professor Reviews

Angie Waller, Kyle Gorman

Comments To appear at the 6th Workshop on Noisy User-generated Text, a workshop of EMNLP 2020

Analogous Process Structure Induction for Sub-event Sequence Prediction

Hongming Zhang, Muhao Chen, Haoyu Wang, Yangqiu Song, Dan Roth

Comments Accepted by EMNLP 2020

Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications

Matthew Khoury, Rumen Dangovski, Longwu Ou, Preslav Nakov, Yichen Shen, Li Jing

Comments To appear at the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP '20), November 16-20, 2020, NMT, AI accelerators, co-design, TPU, OPU, 10 pages, 3 figures, 4 tables

QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph

Saeedeh Shekarpour, Abhishek Nadgeri, Kuldeep Singh

Comments Accepted in IntEx-SemPar: Interactive and Executable Semantic Parsing EMNLP 2020 Workshop

Journal ref EMNLP2020 Workshop:IntEx-SemPar