Papers
COVER: Covering the Semantically Tractable Questions
Michael Minock
Neural Graphical Models over Strings for Principal Parts Morphological Paradigm Completion
Ryan Cotterell, John Sylak-Glassman, Christo Kirov
End-to-End Trainable Attentive Decoder for Hierarchical Entity Classification
Sanjeev Kumar Karn, Ulli Waltinger, Hinrich Schütze
Neural Temporal Relation Extraction
Dmitriy Dligach, Timothy Miller, Chen Lin et al.
Temporal information extraction from clinical text
Julien Tourille, Olivier Ferret, Xavier Tannier et al.
Learning User Embeddings from Emails
Yan Song, Chia-Jung Lee
Effective shared representations with Multitask Learning for Community Question Answering
Daniele Bonadiman, Antonio Uva, Alessandro Moschitti
Discriminative Information Retrieval for Question Answering Sentence Selection
Tongfei Chen, Benjamin Van Durme
Detecting (Un)Important Content for Single-Document News Summarization
Yinfei Yang, Forrest Bao, Ani Nenkova
Multimodal Topic Labelling
Ionut Sorodoc, Jey Han Lau, Nikolaos Aletras et al.
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
Franck Dernoncourt, Ji Young Lee, Peter Szolovits
Unsupervised Cross-Lingual Scaling of Political Texts
Goran Glavaš, Federico Nanni, Simone Paolo Ponzetto
On the Relevance of Syntactic and Discourse Features for Author Profiling and Identification
Juan Soler-Company, Leo Wanner
Aspect Extraction from Product Reviews Using Category Hierarchy Information
Yinfei Yang, Cen Chen, Minghui Qiu et al.
Convolutional Neural Networks for Authorship Attribution of Short Texts
Prasha Shrestha, Sebastian Sierra, Fabio González et al.
Large-Scale Categorization of Japanese Product Titles Using Neural Attention Models
Yandi Xia, Aaron Levine, Pradipto Das et al.
Co-reference Resolution of Elided Subjects and Possessive Pronouns in Spanish-English Statistical Machine Translation
Annette Rios Gonzales, Don Tuggener
Unsupervised Training for Large Vocabulary Translation Using Sparse Lexicon and Word Classes
Yunsu Kim, Julian Schamper, Hermann Ney
Continuous multilinguality with language vectors
Robert Östling, Jörg Tiedemann
Using Images to Improve Machine-Translating E-Commerce Product Listings.
Iacer Calixto, Daniel Stein, Evgeny Matusov et al.
Machine Translation of Spanish Personal and Possessive Pronouns Using Anaphora Probabilities
Ngoc Quang Luong, Andrei Popescu-Belis, Annette Rios Gonzales et al.
Addressing Problems across Linguistic Levels in SMT: Combining Approaches to Model Morphology, Syntax and Lexical Choice
Marion Weller-Di Marco, Alexander Fraser, Sabine Schulte im Walde
Bootstrapping Unsupervised Bilingual Lexicon Induction
Bradley Hauer, Garrett Nicolai, Grzegorz Kondrak
Lexicalized Reordering for Left-to-Right Hierarchical Phrase-based Translation
Maryam Siahbani, Anoop Sarkar