Papers
Supertagging With LSTMs
Ashish Vaswani, Yonatan Bisk, Kenji Sagae et al.
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 et al.
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 et al.
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 et al.
Counter-fitting Word Vectors to Linguistic Constraints
Nikola Mrkšić, Diarmuid Ó Séaghdha, Blaise Thomson et al.
Conversational Flow in Oxford-style Debates
Justine Zhang, Ravi Kumar, Sujith Ravi et al.
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 Gašić, Nikola Mrkšić et al.
A Diversity-Promoting Objective Function for Neural Conversation Models
Jiwei Li, Michel Galley, Chris Brockett et al.
Integer Linear Programming for Discourse Parsing
Jérémy Perret, Stergos Afantenos, Nicholas Asher et al.
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 et al.
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 et al.
Neural Network-Based Abstract Generation for Opinions and Arguments
Lu Wang, Wang Ling
Controlling Politeness in Neural Machine Translation via Side Constraints
Rico Sennrich, Barry Haddow, Alexandra Birch
Multi-Source Neural Translation
Barret Zoph, Kevin Knight