EMNLP

When BERT Plays the Lottery, All Tickets Are Winning

Sai Prasanna, Anna Rogers, Anna Rumshisky

Comments EMNLP 2020 camera-ready

Language Model Prior for Low-Resource Neural Machine Translation

Christos Baziotis, Barry Haddow, Alexandra Birch

Comments Accepted at EMNLP 2020. Camera-ready version

Bridging Linguistic Typology and Multilingual Machine Translation with Multi-View Language Representations

Arturo Oncevay, Barry Haddow, Alexandra Birch

Comments Accepted at EMNLP 2020. Camera-ready version

ENT-DESC: Entity Description Generation by Exploring Knowledge Graph

Liying Cheng, Dekun Wu, Lidong Bing, Yan Zhang, Zhanming Jie, Wei Lu, Luo Si

Comments 11 pages, 6 figures, accepted by EMNLP 2020

Multi-Unit Transformers for Neural Machine Translation

Jianhao Yan, Fandong Meng, Jie Zhou

Comments Accepted as a main conference paper in EMNLP 2020

Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation

Daniel Loureiro, Jose Camacho-Collados

Comments Accepted to EMNLP 2020. Website: http://danlou.github.io/uwa

SciWING -- A Software Toolkit for Scientific Document Processing

Abhinav Ramesh Kashyap, Min-Yen Kan

Comments 6 pages, 3 figures, First Workshop on Scholarly Document Processing - SDP@EMNLP 2020

Reading the Manual: Event Extraction as Definition Comprehension

Yunmo Chen, Tongfei Chen, Seth Ebner, Aaron Steven White, Benjamin Van Durme

Comments Accepted at the EMNLP 2020 Workshop on Structured Prediction for NLP

Cold-start Active Learning through Self-supervised Language Modeling

Michelle Yuan, Hsuan-Tien Lin, Jordan Boyd-Graber

Comments Published in EMNLP 2020

DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding

Zilong Wang, Mingjie Zhan, Xuebo Liu, Ding Liang

Comments Accepted to EMNLP 2020 Findings

Incorporating Stylistic Lexical Preferences in Generative Language Models

Hrituraj Singh, Gaurav Verma, Balaji Vasan Srinivasan

Comments To Appear in Findings of EMNLP 2020

On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries

Tianze Shi, Chen Zhao, Jordan Boyd-Graber, Hal Daumé, Lillian Lee

Comments Findings of ACL: EMNLP 2020

Journal ref Findings of ACL: EMNLP 2020

ConjNLI: Natural Language Inference Over Conjunctive Sentences

Swarnadeep Saha, Yixin Nie, Mohit Bansal

Comments EMNLP 2020 (14 pages)

Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training

Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Jiahong Yuan, Kenneth Church, Liang Huang

Comments 10 pages, accepted by Findings of EMNLP 2020

Journal ref Findings of EMNLP 2020

Evaluating Factuality in Generation with Dependency-level Entailment

Tanya Goyal, Greg Durrett

Comments Findings of Emnlp 2020

Parallel Interactive Networks for Multi-Domain Dialogue State Generation

Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu

Comments Accepted by EMNLP 2020

LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space

Tasnim Mohiuddin, M Saiful Bari, Shafiq Joty

Comments EMNLP 2020 accepted paper

Semantic Role Labeling as Syntactic Dependency Parsing

Tianze Shi, Igor Malioutov, Ozan İrsoy

Comments Appeared in EMNLP 2020

NeuSpell: A Neural Spelling Correction Toolkit

Sai Muralidhar Jayanthi, Danish Pruthi, Graham Neubig

Comments Accepted at EMNLP 2020 (system demonstrations)

PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding

Zhao Jinman, Shawn Zhong, Xiaomin Zhang, Yingyu Liang

Comments 16 pages including 4 pages of appendix. Accepted to Findings of EMNLP 2020 and SustaiNLP 2020. Code can be found at [https://github.com/jmzhao/pbos]

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

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

Better Highlighting: Creating Sub-Sentence Summary Highlights

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

Comments EMNLP 2020 (Long Paper)

Modeling Protagonist Emotions for Emotion-Aware Storytelling

Faeze Brahman, Snigdha Chaturvedi

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

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

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

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

Inference Strategies for Machine Translation with Conditional Masking

Julia Kreutzer, George Foster, Colin Cherry

Comments EMNLP 2020, updated Fig 3

Data and Representation for Turkish Natural Language Inference

Emrah Budur, Rıza Özçelik, Tunga Güngör, Christopher Potts

Comments Accepted to EMNLP 2020

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