NAACL 2016

228 papers

Supertagging With LSTMs

Ashish Vaswani, Yonatan Bisk, Kenji Sagae, Ryan Musa

LSTM CCG Parsing

Mike Lewis, Kenton Lee, Luke Zettlemoyer

Expected F-Measure Training for Shift-Reduce Parsing with Recurrent Neural Networks

Wenduan Xu, Michael Auli, Stephen Clark

Recurrent Neural Network Grammars

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

Stating the Obvious: Extracting Visual Common Sense Knowledge

Mark Yatskar, Vicente Ordonez, Ali Farhadi

Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings

Spandana Gella, Mirella Lapata, Frank Keller

Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning

Janarthanan Rajendran, Mitesh M. Khapra, Sarath Chandar, Balaraman Ravindran

Black Holes and White Rabbits: Metaphor Identification with Visual Features

Ekaterina Shutova, Douwe Kiela, Jean Maillard

Grounded Semantic Role Labeling

Shaohua Yang, Qiaozi Gao, Changsong Liu, Caiming Xiong, Song-chun Zhu

Counter-fitting Word Vectors to Linguistic Constraints

Nikola Mrkšić, Diarmuid Ó Séaghdha, Blaise Thomson, Milica Gasic, Lina M. Rojas-Barahona

Conversational Flow in Oxford-style Debates

Justine Zhang, Ravi Kumar, Sujith Ravi, Cristian Danescu-Niculescu-Mizil

A Long Short-Term Memory Framework for Predicting Humor in Dialogues

Dario Bertero, Pascale Fung

Multi-domain Neural Network Language Generation for Spoken Dialogue Systems

Tsung-Hsien Wen, Milica Gasic, Nikola Mrkšić, Lina M. Rojas-Barahona, Pei-Hao Su

A Diversity-Promoting Objective Function for Neural Conversation Models

Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao, Bill Dolan

Integer Linear Programming for Discourse Parsing

Jérémy Perret, Stergos Afantenos, Nicholas Asher, Mathieu Morey

Abstractive Sentence Summarization with Attentive Recurrent Neural Networks

Sumit Chopra, Michael Auli, Alexander M. Rush

Knowledge-Guided Linguistic Rewrites for Inference Rule Verification

Prachi Jain, Mausam

Automatic Summarization of Student Course Feedback

Wencan Luo, Fei Liu, Zitao Liu, Diane Litman

Entity-balanced Gaussian pLSA for Automated Comparison

Danish Contractor, Parag Singla, Mausam

A Low-Rank Approximation Approach to Learning Joint Embeddings of News Stories and Images for Timeline Summarization

William Yang Wang, Yashar Mehdad, Dragomir R. Radev, Amanda Stent

Neural Network-Based Abstract Generation for Opinions and Arguments

Lu Wang, Wang Ling

An Empirical Evaluation of Noise Contrastive Estimation for the Neural Network Joint Model of Translation

Colin Cherry

Controlling Politeness in Neural Machine Translation via Side Constraints

Rico Sennrich, Barry Haddow, Alexandra Birch

Multi-Source Neural Translation

Barret Zoph, Kevin Knight

Selecting Syntactic, Non-redundant Segments in Active Learning for Machine Translation

Akiva Miura, Graham Neubig, Michael Paul, Satoshi Nakamura

Flexible Non-Terminals for Dependency Tree-to-Tree Reordering

John Richardson, Fabien Cromieres, Toshiaki Nakazawa, Sadao Kurohashi

Achieving Accurate Conclusions in Evaluation of Automatic Machine Translation Metrics

Yvette Graham, Qun Liu

Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Kevin Knight, Ani Nenkova, Owen Rambow