EMNLP

Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs

Dongyeop Kang, Hiroaki Hayashi, Alan W Black, Eduard Hovy

Comments EMNLP 2019

Answering Conversational Questions on Structured Data without Logical Forms

Thomas Müller, Francesco Piccinno, Massimo Nicosia, Peter Shaw, Yasemin Altun

Comments EMNLP 2019

Latent Part-of-Speech Sequences for Neural Machine Translation

Xuewen Yang, Yingru Liu, Dongliang Xie, Xin Wang, Niranjan Balasubramanian

Comments In proceedings of EMNLP 2019

Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization

Taehee Jung, Dongyeop Kang, Lucas Mentch, Eduard Hovy

Comments EMNLP 2019

Fact-Checking Meets Fauxtography: Verifying Claims About Images

Dimitrina Zlatkova, Preslav Nakov, Ivan Koychev

Comments Claims about Images; Fauxtography; Fact-Checking; Veracity; Fake News

Journal ref EMNLP-2019

Autoregressive Text Generation Beyond Feedback Loops

Florian Schmidt, Stephan Mandt, Thomas Hofmann

Comments emnlp camera ready

Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation

Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu

Comments Accepted as a full paper of 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing

DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation

Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander Gelbukh

Comments Accepted at EMNLP 2019

Learning to Infer Entities, Properties and their Relations from Clinical Conversations

Nan Du, Mingqiu Wang, Linh Tran, Gang Li, Izhak Shafran

Journal ref Proc. Empirical Methods in Natural Language Processing, 2019

Feature2Vec: Distributional semantic modelling of human property knowledge

Steven Derby, Paul Miller, Barry Devereux

Comments 7 pages, Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)

Journal ref Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)

Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds

John P. Lalor, Hao Wu, Hong Yu

Comments EMNLP 2019

Movie Plot Analysis via Turning Point Identification

Pinelopi Papalampidi, Frank Keller, Mirella Lapata

Comments Accepted to appear at EMNLP 2019

A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning

Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li

Comments To appear at EMNLP-IJCNLP 2019

Human-grounded Evaluations of Explanation Methods for Text Classification

Piyawat Lertvittayakumjorn, Francesca Toni

Comments 17 pages including appendices; accepted to appear at EMNLP-IJCNLP 2019

HARE: a Flexible Highlighting Annotator for Ranking and Exploration

Denis Newman-Griffis, Eric Fosler-Lussier

Comments EMNLP 2019 Systems Demonstration. Online version including supplementary material

Global Reasoning over Database Structures for Text-to-SQL Parsing

Ben Bogin, Matt Gardner, Jonathan Berant

Comments EMNLP 2019

A Summarization System for Scientific Documents

Shai Erera, Michal Shmueli-Scheuer, Guy Feigenblat, Ora Peled Nakash, Odellia Boni, Haggai Roitman, Doron Cohen, Bar Weiner, Yosi Mass, Or Rivlin, Guy Lev, Achiya Jerbi, Jonathan Herzig, Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, David Konopnicki

Comments Accepted to EMNLP 2019

Document Hashing with Mixture-Prior Generative Models

Wei Dong, Qinliang Su, Dinghan Shen, Changyou Chen

Comments 10 pages, 8 figures, to appear at EMNLP-IJCNLP 2019

Leveraging Frequent Query Substructures to Generate Formal Queries for Complex Question Answering

Jiwei Ding, Wei Hu, Qixin Xu, Yuzhong Qu

Comments Accepted by the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)

Dual Attention Networks for Visual Reference Resolution in Visual Dialog

Gi-Cheon Kang, Jaeseo Lim, Byoung-Tak Zhang

Comments EMNLP 2019

Interactive Language Learning by Question Answering

Xingdi Yuan, Marc-Alexandre Cote, Jie Fu, Zhouhan Lin, Christopher Pal, Yoshua Bengio, Adam Trischler

Comments EMNLP 2019

Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing

Jonathan Herzig, Jonathan Berant

Comments EMNLP-IJCNLP 2019

Data Augmentation with Atomic Templates for Spoken Language Understanding

Zijian Zhao, Su Zhu, Kai Yu

Comments To appear in EMNLP 2019

Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension

Todor Mihaylov, Anette Frank

Comments Accepted as a long conference paper to EMNLP-IJCNLP 2019

Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog

Ryuichi Takanobu, Hanlin Zhu, Minlie Huang

Comments EMNLP 2019 long paper

Emotion Detection with Neural Personal Discrimination

Xiabing Zhou, Zhongqing Wang, Shoushan Li, Guodong Zhou, Min Zhang

Comments This paper has been accepted by EMNLP 2019

Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings

Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig

Comments EMNLP 2019

Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks

Zi-Yi Dou, Keyi Yu, Antonios Anastasopoulos

Comments EMNLP 2019

Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets

Mor Geva, Yoav Goldberg, Jonathan Berant

Comments EMNLP-IJCNLP 2019

Is the Red Square Big? MALeViC: Modeling Adjectives Leveraging Visual Contexts

Sandro Pezzelle, Raquel Fernández

Comments Accepted at EMNLP-IJCNLP 2019