EMNLP

Team Papelo: Transformer Networks at FEVER

Christopher Malon

Comments Appeared at EMNLP 2018 First Workshop on Fact Extraction and Verification (FEVER)

Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder

Yunsu Kim, Jiahui Geng, Hermann Ney

Comments Published in EMNLP 2018, with links to the source code

Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis

Kelly W. Zhang, Samuel R. Bowman

Journal ref Blackbox NLP Workshop, EMNLP 2018

Supervised Domain Enablement Attention for Personalized Domain Classification

Joo-Kyung Kim, Young-Bum Kim

Comments EMNLP 2018

Bayesian Compression for Natural Language Processing

Nadezhda Chirkova, Ekaterina Lobacheva, Dmitry Vetrov

Comments Published in EMNLP 2018

Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based multi-document summarisation

Diego Mollá

Comments 8 pages, 8 figures, 3 tables. Published in BioASQ workshop, EMNLP 2018. Typos fixed and acknowledgments added

Journal ref Proceedings of the 6th BioASQ Workshop A challenge on large-scale biomedical semantic indexing and question answering, EMNLP 2018

The Fact Extraction and VERification (FEVER) Shared Task

James Thorne, Andreas Vlachos, Oana Cocarascu, Christos Christodoulopoulos, Arpit Mittal

Comments Revised from published version in the proceedings of the FEVER workshop at EMNLP 2018

Can LSTM Learn to Capture Agreement? The Case of Basque

Shauli Ravfogel, Francis M. Tyers, Yoav Goldberg

Comments Accepted to "Analyzing and interpreting neural networks for NLP" workshop at EMNLP 2018

A Knowledge-Grounded Multimodal Search-Based Conversational Agent

Shubham Agarwal, Ondrej Dusek, Ioannis Konstas, Verena Rieser

Journal ref Proceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI, pages 59-66, Brussels, Belgium, October 2018

Better Conversations by Modeling,Filtering,and Optimizing for Coherence and Diversity

Xinnuo Xu, Ondřej Dušek, Ioannis Konstas, Verena Rieser

Journal ref Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 3981-3991, Brussels, Belgium, November 2018

Robust cross-domain disfluency detection with pattern match networks

Vicky Zayats, Mari Ostendorf

Comments This paper was submitted to EMNLP 2018 and was rejected. Our EMNLP submission is posted here to establish concurrency with "Disfluency Detection using Auto-Correlational Neural Networks" by P. Lou, P. Anderson, M. Johnson which was submitted to EMNLP at the same time

A Deterministic Algorithm for Bridging Anaphora Resolution

Yufang Hou

Comments 11 pages

Journal ref EMNLP 2018

End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification

Jindřich Libovický, Jindřich Helcl

Comments EMNLP 2018

Differentiating Concepts and Instances for Knowledge Graph Embedding

Xin Lv, Lei Hou, Juanzi Li, Zhiyuan Liu

Journal ref Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. 2018: 1971-1979

Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures

Gongbo Tang, Mathias Müller, Annette Rios, Rico Sennrich

Comments 11 pages, 5 figures, accepted by EMNLP 2018 (v2: corrected author names; v3: fix to CNN context-window size, and new post-publication experiments in section 6)

Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification

Junyang Lin, Qi Su, Pengcheng Yang, Shuming Ma, Xu Sun

Comments EMNLP 2018

Linguistically-Informed Self-Attention for Semantic Role Labeling

Emma Strubell, Patrick Verga, Daniel Andor, David Weiss, Andrew McCallum

Comments In Conference on Empirical Methods in Natural Language Processing (EMNLP). Brussels, Belgium. October 2018

Football and Beer - a Social Media Analysis on Twitter in Context of the FIFA Football World Cup 2018

Roland Roller, Philippe Thomas, Sven Schmeier

Journal ref In proceedings of Social Media Mining for Health Applications (SMM4H) @ EMNLP 2018

Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning

Tianyi Liu, Xinsong Zhang, Wanhao Zhou, Weijia Jia

Comments EMNLP 2018

Evaluating the Ability of LSTMs to Learn Context-Free Grammars

Luzi Sennhauser, Robert C. Berwick

Journal ref Proceedings of the EMNLP Workshop BlackboxNLP (2018) 115-124

Interpreting Neural Networks With Nearest Neighbors

Eric Wallace, Shi Feng, Jordan Boyd-Graber

Comments EMNLP 2018 BlackboxNLP

Entity-aware Image Caption Generation

Di Lu, Spencer Whitehead, Lifu Huang, Heng Ji, Shih-Fu Chang

Comments In proceedings of EMNLP 2018

Compact Personalized Models for Neural Machine Translation

Joern Wuebker, Patrick Simianer, John DeNero

Comments Published at the 2018 Conference on Empirical Methods in Natural Language Processing

Word Mover's Embedding: From Word2Vec to Document Embedding

Lingfei Wu, Ian E. H. Yen, Kun Xu, Fangli Xu, Avinash Balakrishnan, Pin-Yu Chen, Pradeep Ravikumar, Michael J. Witbrock

Comments EMNLP'18 Camera-Ready Version

Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study

Drahomira Herrmannova, Steven R. Young, Robert M. Patton, Christopher G. Stahl, Nicole C. Kleinstreuer, Mary S. Wolfe

Comments Ninth International Workshop on Health Text Mining and Information Analysis at EMNLP 2018

Neural Machine Translation into Language Varieties

Surafel M. Lakew, Aliia Erofeeva, Marcello Federico

Comments Published at EMNLP 2018: third conference on machine translation (WMT 2018)

Neural Response Ranking for Social Conversation: A Data-Efficient Approach

Igor Shalyminov, Ondřej Dušek, Oliver Lemon

Comments 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI. Brussels, Belgium, October 31, 2018

Journal ref Proceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI, pages 1-8. ISBN 978-1-948087-75-9

Measuring Issue Ownership using Word Embeddings

Amaru Cuba Gyllensten, Magnus Sahlgren

Comments Accepted to the 9th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA), held in conjunction with the EMNLP 2018 conference

Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization

Edoardo Maria Ponti, Ivan Vulić, Goran Glavaš, Nikola Mrkšić, Anna Korhonen

Comments Accepted at EMNLP 2018

Picking Apart Story Salads

Su Wang, Eric Holgate, Greg Durrett, Katrin Erk

Comments Accepted at EMNLP 2018 (long paper)

Journal ref Empirical Methods in Natural Language Processing 2018