EMNLP

SocialIQA: Commonsense Reasoning about Social Interactions

Maarten Sap, Hannah Rashkin, Derek Chen, Ronan LeBras, Yejin Choi

Comments the first two authors contributed equally; accepted to EMNLP 2019; camera ready version

Adaptively Sparse Transformers

Gonçalo M. Correia, Vlad Niculae, André F. T. Martins

Comments Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019, Hong Kong, China

A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages

Clara Vania, Yova Kementchedjhieva, Anders Søgaard, Adam Lopez

Comments EMNLP 2019

Incorporating External Knowledge into Machine Reading for Generative Question Answering

Bin Bi, Chen Wu, Ming Yan, Wei Wang, Jiangnan Xia, Chenliang Li

Comments Accepted at EMNLP 2019

In Plain Sight: Media Bias Through the Lens of Factual Reporting

Lisa Fan, Marshall White, Eva Sharma, Ruisi Su, Prafulla Kumar Choubey, Ruihong Huang, Lu Wang

Comments To appear as a short paper in EMNLP 2019

Effective Use of Transformer Networks for Entity Tracking

Aditya Gupta, Greg Durrett

Comments EMNLP 2019

TEASPN: Framework and Protocol for Integrated Writing Assistance Environments

Masato Hagiwara, Takumi Ito, Tatsuki Kuribayashi, Jun Suzuki, Kentaro Inui

Comments Accepted at EMNLP 2019 (system demonstrations)

Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks

Binxuan Huang, Kathleen M. Carley

Comments Accepted by EMNLP 2019

Learning Programmatic Idioms for Scalable Semantic Parsing

Srinivasan Iyer, Alvin Cheung, Luke Zettlemoyer

Comments Accepted at EMNLP 2019

A Bayesian Approach for Sequence Tagging with Crowds

Edwin Simpson, Iryna Gurevych

Comments Accepted for EMNLP 2019

Semi-Supervised Learning for Neural Keyphrase Generation

Hai Ye, Lu Wang

Comments To appear in EMNLP 2018 (12 pages, 7 figures, 6 tables)

Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time)

Heng Gong, Xiaocheng Feng, Bing Qin, Ting Liu

Comments EMNLP 2019 (Long paper)

Robust Navigation with Language Pretraining and Stochastic Sampling

Xiujun Li, Chunyuan Li, Qiaolin Xia, Yonatan Bisk, Asli Celikyilmaz, Jianfeng Gao, Noah Smith, Yejin Choi

Comments 8 pages, 4 figures, EMNLP 2019

Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank

Zhang Meishan, Zhang Yue, Fu Guohong

Comments 10 pages

Journal ref EMNLP 2019

Multi-Granularity Self-Attention for Neural Machine Translation

Jie Hao, Xing Wang, Shuming Shi, Jinfeng Zhang, Zhaopeng Tu

Comments EMNLP 2019

A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding

Libo Qin, Wanxiang Che, Yangming Li, Haoyang Wen, Ting Liu

Comments Accepted at EMNLP 2019

KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning

Bill Yuchen Lin, Xinyue Chen, Jamin Chen, Xiang Ren

Comments 11 pages, 4 figures, in Proc. of EMNLP-IJCNLP 2019

PaLM: A Hybrid Parser and Language Model

Hao Peng, Roy Schwartz, Noah A. Smith

Comments EMNLP 2019 short paper

Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering

Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut

Comments The 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)

Jointly Learning to Align and Translate with Transformer Models

Sarthak Garg, Stephan Peitz, Udhyakumar Nallasamy, Matthias Paulik

Comments 10 pages, 2 figures. To appear at EMNLP 2019

Distributionally Robust Language Modeling

Yonatan Oren, Shiori Sagawa, Tatsunori B. Hashimoto, Percy Liang

Comments Camera ready version for EMNLP

An Entity-Driven Framework for Abstractive Summarization

Eva Sharma, Luyang Huang, Zhe Hu, Lu Wang

Comments Proceedings of the 2019 Empirical Methods in Natural Language Processing Conference and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP-2019) (19 pages)

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

Stefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars

Comments Accepted to EMNLP-IJCNLP 2019

Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space

Kawin Ethayarajh

Comments Accepted to EMNLP 2019

Higher-order Comparisons of Sentence Encoder Representations

Mostafa Abdou, Artur Kulmizev, Felix Hill, Daniel M. Low, Anders Søgaard

Comments EMNLP 2019

Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning

Pradeep Dasigi, Nelson F. Liu, Ana Marasović, Noah A. Smith, Matt Gardner

Comments 8 pages including appendix; EMNLP 2019 accepted paper camera ready version

Attention is not not Explanation

Sarah Wiegreffe, Yuval Pinter

Comments Accepted to EMNLP 2019; related blog post at https://medium.com/@yuvalpinter/attention-is-not-not-explanation-dbc25b534017

Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling

Xiaochuang Han, Jacob Eisenstein

Comments EMNLP 2019

Mixture Content Selection for Diverse Sequence Generation

Jaemin Cho, Minjoon Seo, Hannaneh Hajishirzi

Comments EMNLP-IJCNLP 2019; Code is available at https://github.com/clovaai/FocusSeq2Seq

Single Training Dimension Selection for Word Embedding with PCA

Yu Wang

Comments 6 pages, 5 figures, 2 tables, EMNLP 2019