EMNLP

Learning Universal Sentence Representations with Mean-Max Attention Autoencoder

Minghua Zhang, Yunfang Wu, Weikang Li, Wei Li

Comments EMNLP 2018

DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning

Kashyap Popat, Subhabrata Mukherjee, Andrew Yates, Gerhard Weikum

Comments EMNLP 2018

AUEB at BioASQ 6: Document and Snippet Retrieval

Georgios-Ioannis Brokos, Polyvios Liosis, Ryan McDonald, Dimitris Pappas, Ion Androutsopoulos

Comments In Proceedings of the workshop BioASQ: Large-scale Biomedical Semantic Indexing and Question Answering, at the Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), Brussels, Belgium, 2018. arXiv admin note: text overlap with arXiv:1809.01682

Dual Memory Network Model for Biased Product Review Classification

Yunfei Long, Mingyu Ma, Qin Lu, Rong Xiang, Chu-Ren Huang

Comments To appear in 2018 EMNLP 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis

Analysis of Risk Factor Domains in Psychosis Patient Health Records

Eben Holderness, Nicholas Miller, Philip Cawkwell, Kirsten Bolton, James Pustejovsky, Marie Meteer, Mei-Hua Hall

Comments Accepted at EMNLP-LOUHI 2018

Attention-Guided Answer Distillation for Machine Reading Comprehension

Minghao Hu, Yuxing Peng, Furu Wei, Zhen Huang, Dongsheng Li, Nan Yang, Ming Zhou

Comments To appear at EMNLP 2018

Extending Neural Generative Conversational Model using External Knowledge Sources

Prasanna Parthasarathi, Joelle Pineau

Comments Accepted in EMNLP 2018

SafeCity: Understanding Diverse Forms of Sexual Harassment Personal Stories

Sweta Karlekar, Mohit Bansal

Comments EMNLP 2018 (7 pages)

A Multilingual Information Extraction Pipeline for Investigative Journalism

Gregor Wiedemann, Seid Muhie Yimam, Chris Biemann

Comments EMNLP 2018 Demo. arXiv admin note: text overlap with arXiv:1807.05151

Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation

Nikolay Bogoychev, Marcin Junczys-Dowmunt, Kenneth Heafield, Alham Fikri Aji

Comments To appear in EMNLP 2018 as a short paper

XNLI: Evaluating Cross-lingual Sentence Representations

Alexis Conneau, Guillaume Lample, Ruty Rinott, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov

Comments EMNLP 2018

How agents see things: On visual representations in an emergent language game

Diane Bouchacourt, Marco Baroni

Comments 2018 Conference on Empirical Methods in Natural Language Processing

Closed-Book Training to Improve Summarization Encoder Memory

Yichen Jiang, Mohit Bansal

Comments EMNLP 2018 (16 pages)

Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training

Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, Pascale Fung

Comments Accepted by 9th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis(WASSA) in EMNLP 2018

Generalizing Word Embeddings using Bag of Subwords

Jinman Zhao, Sidharth Mudgal, Yingyu Liang

Comments Accepted to EMNLP 2018

Multimodal neural pronunciation modeling for spoken languages with logographic origin

Minh Nguyen, Gia H. Ngo, Nancy F. Chen

Comments Accepted to EMNLP 2018

Multi-Hop Knowledge Graph Reasoning with Reward Shaping

Xi Victoria Lin, Richard Socher, Caiming Xiong

Comments Accepted to EMNLP 2018, 12 pages

Neural Cross-Lingual Named Entity Recognition with Minimal Resources

Jiateng Xie, Zhilin Yang, Graham Neubig, Noah A. Smith, Jaime Carbonell

Comments EMNLP 2018 long paper

Topic Memory Networks for Short Text Classification

Jichuan Zeng, Jing Li, Yan Song, Cuiyun Gao, Michael R. Lyu, Irwin King

Comments EMNLP 2018

Unsupervised Cross-lingual Transfer of Word Embedding Spaces

Ruochen Xu, Yiming Yang, Naoki Otani, Yuexin Wu

Comments EMNLP 2018

Detecting Gang-Involved Escalation on Social Media Using Context

Serina Chang, Ruiqi Zhong, Ethan Adams, Fei-Tzin Lee, Siddharth Varia, Desmond Patton, William Frey, Chris Kedzie, Kathleen McKeown

Comments 12 pages

Journal ref EMNLP 2018

Deep Relevance Ranking Using Enhanced Document-Query Interactions

Ryan McDonald, Georgios-Ioannis Brokos, Ion Androutsopoulos

Comments In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), Brussels, Belgium, 2018

Beyond Error Propagation in Neural Machine Translation: Characteristics of Language Also Matter

Lijun Wu, Xu Tan, Di He, Fei Tian, Tao Qin, Jianhuang Lai, Tie-Yan Liu

Comments EMNLP 2018

Disentangled Representation Learning for Non-Parallel Text Style Transfer

Vineet John, Lili Mou, Hareesh Bahuleyan, Olga Vechtomova

Comments 11 pages, 7 figures, 6 tables; Preliminary work rejected by EMNLP-18

Multi-view Models for Political Ideology Detection of News Articles

Vivek Kulkarni, Junting Ye, Steven Skiena, William Yang Wang

Comments 10 pages. EMNLP 2018. Added copyright statement stating this is authors draft (also noticed and fixed issue with citation (spacing and readability))

Learning Sequence Encoders for Temporal Knowledge Graph Completion

Alberto García-Durán, Sebastijan Dumančić, Mathias Niepert

Comments EMNLP'18

Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation

Chenze Shao, Yang Feng, Xilin Chen

Comments 7 pages, accepted by emnlp 2018

Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction

Lifeng Jin, Finale Doshi-Velez, Timothy Miller, William Schuler, Lane Schwartz

Comments EMNLP 2018

Speeding Up Neural Machine Translation Decoding by Cube Pruning

Wen Zhang, Liang Huang, Yang Feng, Lei Shen, Qun Liu

Comments 11pages, 11 figures, EMNLP-2018 conference

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

Liyuan Liu, Xiang Ren, Jingbo Shang, Jian Peng, Jiawei Han

Comments EMNLP 2018