Papers
Multilingual Relation Extraction using Compositional Universal Schema
Patrick Verga, David Belanger, Emma Strubell et al.
Incorporating Structural Alignment Biases into an Attentional Neural Translation Model
Trevor Cohn, Cong Duy Vu Hoang, Ekaterina Vymolova et al.
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism
Orhan Firat, Kyunghyun Cho, Yoshua Bengio
Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization
Daniel Beck, Adrià de Gispert, Gonzalo Iglesias et al.
Dynamic Entity Representation with Max-pooling Improves Machine Reading
Sosuke Kobayashi, Ran Tian, Naoaki Okazaki et al.
A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories
Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He et al.
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling
Heike Adel, Benjamin Roth, Hinrich Schütze
Mapping Verbs in Different Languages to Knowledge Base Relations using Web Text as Interlingua
Derry Tanti Wijaya, Tom M. Mitchell
Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best–Worst Scaling
Svetlana Kiritchenko, Saif M. Mohammad
Opinion Holder and Target Extraction on Opinion Compounds – A Linguistic Approach
Michael Wiegand, Christine Bocionek, Josef Ruppenhofer
Clustering for Simultaneous Extraction of Aspects and Features from Reviews
Lu Chen, Justin Martineau, Doreen Cheng et al.
Separating Actor-View from Speaker-View Opinion Expressions using Linguistic Features
Michael Wiegand, Marc Schulder, Josef Ruppenhofer
Ultradense Word Embeddings by Orthogonal Transformation
Sascha Rothe, Sebastian Ebert, Hinrich Schütze
Inter-document Contextual Language model
Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari
Natural Language Communication with Robots
Yonatan Bisk, Deniz Yuret, Daniel Marcu
A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap
Carolin Haas, Stefan Riezler
Generation from Abstract Meaning Representation using Tree Transducers
Jeffrey Flanigan, Chris Dyer, Noah A. Smith et al.
What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment
Hongyuan Mei, Mohit Bansal, Matthew R. Walter
Weak Semi-Markov CRFs for Noun Phrase Chunking in Informal Text
Aldrian Obaja Muis, Wei Lu
Joint Learning with Global Inference for Comment Classification in Community Question Answering
Shafiq Joty, Lluís Màrquez, Preslav Nakov
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification
Aditya Mogadala, Achim Rettinger
Visualizing and Understanding Neural Models in NLP
Jiwei Li, Xinlei Chen, Eduard Hovy et al.
Syntactic Parsing of Web Queries with Question Intent
Yuval Pinter, Roi Reichart, Idan Szpektor
A Joint Model of Orthography and Morphological Segmentation
Ryan Cotterell, Tim Vieira, Hinrich Schütze
Phonological Pun-derstanding
Aaron Jaech, Rik Koncel-Kedziorski, Mari Ostendorf