Papers
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
Reranking Translation Candidates Produced by Several Bilingual Word Similarity Sources
Laurent Jakubina, Phillippe Langlais
Context-Aware Graph Segmentation for Graph-Based Translation
Liangyou Li, Andy Way, Qun Liu
Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data
Heike Adel, Francine Chen, Yan-Ying Chen
Structural Attention Neural Networks for improved sentiment analysis
Filippos Kokkinos, Alexandros Potamianos
Attention Modeling for Targeted Sentiment
Jiangming Liu, Yue Zhang
Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering
João Sedoc, Daniel Preoţiuc-Pietro, Lyle Ungar
Single and Cross-domain Polarity Classification using String Kernels
Rosa M. Giménez-Pérez, Marc Franco-Salvador, Paolo Rosso
A Dataset for Multi-Target Stance Detection
Parinaz Sobhani, Diana Inkpen, Xiaodan Zhu
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning
Dmitry Ustalov, Nikolay Arefyev, Chris Biemann et al.
Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language
Maximilian Köper, Sabine Schulte im Walde
When a Red Herring in Not a Red Herring: Using Compositional Methods to Detect Non-Compositional Phrases
Julie Weeds, Thomas Kober, Jeremy Reffin et al.
Modelling metaphor with attribute-based semantics
Luana Bulat, Stephen Clark, Ekaterina Shutova
Improving Neural Knowledge Base Completion with Cross-Lingual Projections
Patrick Klein, Simone Paolo Ponzetto, Goran Glavaš
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement
Hsin-Yang Wang, Wei-Yun Ma