Papers
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
Efficient, Compositional, Order-sensitive n-gram Embeddings
Adam Poliak, Pushpendre Rastogi, M. Patrick Martin et al.
Mapping the Perfect via Translation Mining
Martijn van der Klis, Bert Le Bruyn, Henriëtte de Swart
Grounding Language by Continuous Observation of Instruction Following
Ting Han, David Schlangen
Unsupervised Dialogue Act Induction using Gaussian Mixtures
Tomáš Brychcín, Pavel Král
Evaluating Persuasion Strategies and Deep Reinforcement Learning methods for Negotiation Dialogue agents
Simon Keizer, Markus Guhe, Heriberto Cuayáhuitl et al.
Towards speech-to-text translation without speech recognition
Sameer Bansal, Herman Kamper, Adam Lopez et al.
A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue
Mihail Eric, Christopher Manning
Real-Time Keyword Extraction from Conversations
Polykarpos Meladianos, Antoine Tixier, Ioannis Nikolentzos et al.
Derivation of Document Vectors from Adaptation of LSTM Language Model
Wei Li, Brian Mak
Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization
Giannis Nikolentzos, Polykarpos Meladianos, François Rousseau et al.