EMNLP

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

Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation

Qiang Wang, Tong Xiao, Jingbo Zhu

Comments Accepted at Findings of EMNLP 2020

Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning

Wanyun Cui, Guangyu Zheng, Wei Wang

Comments Published at EMNLP 2020

Inferring symmetry in natural language

Chelsea Tanchip, Lei Yu, Aotao Xu, Yang Xu

Comments 10 pages, 4 figures, Findings of EMNLP

MAST: Multimodal Abstractive Summarization with Trimodal Hierarchical Attention

Aman Khullar, Udit Arora

Comments To appear in the first EMNLP Workshop on NLP Beyond Text, 2020. Aman Khullar and Udit Arora have equal contribution

What is More Likely to Happen Next? Video-and-Language Future Event Prediction

Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal

Comments EMNLP 2020 (17 pages)

Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding

Alexander Ku, Peter Anderson, Roma Patel, Eugene Ie, Jason Baldridge

Comments EMNLP 2020

Investigating representations of verb bias in neural language models

Robert D. Hawkins, Takateru Yamakoshi, Thomas L. Griffiths, Adele E. Goldberg

Comments Accepted to EMNLP

Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading

Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu

Comments EMNLP 2020 main conference, 11 pages, 3 Figures

MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering

Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang

Comments Accepted to EMNLP 2020, Long Papers

An Imitation Game for Learning Semantic Parsers from User Interaction

Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su

Comments Accepted to EMNLP 2020. 21 pages, 6 figures

Beyond Instructional Videos: Probing for More Diverse Visual-Textual Grounding on YouTube

Jack Hessel, Zhenhai Zhu, Bo Pang, Radu Soricut

Comments 11 pages including supplementary materials

Journal ref Published in EMNLP 2020

TinyBERT: Distilling BERT for Natural Language Understanding

Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu

Comments Findings of EMNLP 2020; results have been updated; code and model: https://github.com/huawei-noah/Pretrained-Language-Model/tree/master/TinyBERT

Compressive Summarization with Plausibility and Salience Modeling

Shrey Desai, Jiacheng Xu, Greg Durrett

Comments Accepted to EMNLP 2020

Understanding Neural Abstractive Summarization Models via Uncertainty

Jiacheng Xu, Shrey Desai, Greg Durrett

Comments To appear in EMNLP 2020; code available at https://github.com/jiacheng-xu/text-sum-uncertainty

Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses

Prathyusha Jwalapuram, Shafiq Joty, Youlin Shen

Comments EMNLP 2020

Grammatical Error Correction in Low Error Density Domains: A New Benchmark and Analyses

Simon Flachs, Ophélie Lacroix, Helen Yannakoudakis, Marek Rei, Anders Søgaard

Comments Accepted at EMNLP 2020

Improving Constituency Parsing with Span Attention

Yuanhe Tian, Yan Song, Fei Xia, Tong Zhang

Comments Natural Language Processing. 13 pages, 6 figures. Findings of EMNLP-2020

Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs

Ana Marasović, Chandra Bhagavatula, Jae Sung Park, Ronan Le Bras, Noah A. Smith, Yejin Choi

Comments Accepted to Findings of EMNLP

Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback

Makesh Narsimhan Sreedhar, Kun Ni, Siva Reddy

Comments Accepted for publication at Findings of EMNLP 2020

Structured Self-Attention Weights Encode Semantics in Sentiment Analysis

Zhengxuan Wu, Thanh-Son Nguyen, Desmond C. Ong

Comments 10 pages

Journal ref BlackBoxNLP Workshop at EMNLP 2020