EMNLP

Controlling Output Length in Neural Encoder-Decoders

Yuta Kikuchi, Graham Neubig, Ryohei Sasano, Hiroya Takamura, Manabu Okumura

Comments 11 pages. To appear in EMNLP 2016

Unsupervised Neural Hidden Markov Models

Ke Tran, Yonatan Bisk, Ashish Vaswani, Daniel Marcu, Kevin Knight

Comments accepted at EMNLP 2016, Workshop on Structured Prediction for NLP. Oral presentation

Learning Latent Local Conversation Modes for Predicting Community Endorsement in Online Discussions

Hao Fang, Hao Cheng, Mari Ostendorf

Comments 10 pages, 7 figures

Journal ref SocialNLP Workshop at Conf. Empirical Methods Natural Language Process. (EMNLP), 2016

Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning

Karthik Narasimhan, Adam Yala, Regina Barzilay

Comments Appearing in EMNLP 2016 (12 pages incl. supplementary material)

WordRank: Learning Word Embeddings via Robust Ranking

Shihao Ji, Hyokun Yun, Pinar Yanardag, Shin Matsushima, S. V. N. Vishwanathan

Comments Conference on Empirical Methods in Natural Language Processing (EMNLP), November 1-5, 2016, Austin, Texas, USA

The Effects of Data Size and Frequency Range on Distributional Semantic Models

Magnus Sahlgren, Alessandro Lenci

Comments Accepted at EMNLP 2016

Learning to Translate for Multilingual Question Answering

Ferhan Ture, Elizabeth Boschee

Comments 12 pages. To appear in EMNLP'16

Online Segment to Segment Neural Transduction

Lei Yu, Jan Buys, Phil Blunsom

Comments EMNLP 2016

Stance Detection with Bidirectional Conditional Encoding

Isabelle Augenstein, Tim Rocktäschel, Andreas Vlachos, Kalina Bontcheva

Comments 10 pages

Journal ref EMNLP 2016

An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages

Antonios Anastasopoulos, David Chiang, Long Duong

Comments accepted at EMNLP 2016

Creating Causal Embeddings for Question Answering with Minimal Supervision

Rebecca Sharp, Mihai Surdeanu, Peter Jansen, Peter Clark, Michael Hammond

Comments To appear in EMNLP 2016

Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities

Yi Yang, Ming-Wei Chang, Jacob Eisenstein

Comments Accepted to EMNLP 2016

An Investigation of Recurrent Neural Architectures for Drug Name Recognition

Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi

Comments Accepted for Oral Presentation at LOUHI 2016 : EMNLP 2016 Workshop - The Seventh International Workshop on Health Text Mining and Information Analysis (LOUHI 2016)

Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser

Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Noah A. Smith

Comments 10 pages. To appear at EMNLP 2016

Gov2Vec: Learning Distributed Representations of Institutions and Their Legal Text

John J. Nay

Comments Forthcoming paper in the 2016 Proceedings of the Conference on Empirical Methods in Natural Language Processing Workshop on Natural Language Processing and Computational Social Science

Morphological Priors for Probabilistic Neural Word Embeddings

Parminder Bhatia, Robert Guthrie, Jacob Eisenstein

Comments Appeared at the Conference on Empirical Methods in Natural Language Processing (EMNLP 2016, Austin)

Lifted Rule Injection for Relation Embeddings

Thomas Demeester, Tim Rocktäschel, Sebastian Riedel

Comments Camera-ready version for EMNLP 2016 Conference

Semantic Parsing to Probabilistic Programs for Situated Question Answering

Jayant Krishnamurthy, Oyvind Tafjord, Aniruddha Kembhavi

Comments EMNLP 2016, 11 pages

Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions

Arijit Ray, Gordon Christie, Mohit Bansal, Dhruv Batra, Devi Parikh

Comments Conference on Empirical Methods in Natural Language Processing (EMNLP) 2016

Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change

William L. Hamilton, Jure Leskovec, Dan Jurafsky

Comments 5 pages, 3 figures, EMNLP 2016

Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora

William L. Hamilton, Kevin Clark, Jure Leskovec, Dan Jurafsky

Comments 11 pages, 5 figures, EMNLP 2016

A Decomposable Attention Model for Natural Language Inference

Ankur P. Parikh, Oscar Täckström, Dipanjan Das, Jakob Uszkoreit

Comments 7 pages, 1 figure, Proceeedings of EMNLP 2016

Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding

Akira Fukui, Dong Huk Park, Daylen Yang, Anna Rohrbach, Trevor Darrell, Marcus Rohrbach

Comments Accepted to EMNLP 2016

Aspect Level Sentiment Classification with Deep Memory Network

Duyu Tang, Bing Qin, Ting Liu

Comments published in EMNLP 2016

Variational Neural Machine Translation

Biao Zhang, Deyi Xiong, Jinsong Su, Hong Duan, Min Zhang

Comments 10 pages, accepted at emnlp 2016

Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment

Stephen Roller, Katrin Erk

Comments EMNLP 2016

Word Ordering Without Syntax

Allen Schmaltz, Alexander M. Rush, Stuart M. Shieber

Comments EMNLP 2016

Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes

Gordon Christie, Ankit Laddha, Aishwarya Agrawal, Stanislaw Antol, Yash Goyal, Kevin Kochersberger, Dhruv Batra

Comments *The first two authors contributed equally. Conference on Empirical Methods in Natural Language Processing (EMNLP) 2016

Variational Neural Discourse Relation Recognizer

Biao Zhang, Deyi Xiong, Jinsong Su, Qun Liu, Rongrong Ji, Hong Duan, Min Zhang

Comments 10 pages, accepted at emnlp 2016

Nonparametric Bayesian Storyline Detection from Microtexts

Vinodh Krishnan, Jacob Eisenstein

Comments Appeared at the Workshop on Computing News Storylines at the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP 2016)