Cr\'eation et validation de signatures s\'emantiques : application \`a la mesure de similarit\'e s\'emantique et \`a la substitution lexicale (Creating and validating semantic signatures : application for measuring semantic similarity and lexical substitution) Jun 1, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints Jun 1, 2017 Dialogue State Tracking Semantic Similarity
Code Code Available Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference May 24, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified Relevance-based Word Embedding May 9, 2017 General Classification Information Retrieval
— Unverified Supervised Learning of Universal Sentence Representations from Natural Language Inference Data May 5, 2017 Cross-Lingual Natural Language Inference Natural Language Inference
Code Code Available Cross-lingual Learning of Semantic Textual Similarity with Multilingual Word Representations May 1, 2017 Machine Translation Semantic Textual Similarity
— Unverified Finnish resources for evaluating language model semantics May 1, 2017 Language Modeling Language Modelling
Code Code Available Word vectors, reuse, and replicability: Towards a community repository of large-text resources May 1, 2017 Semantic Textual Similarity Word Embeddings
— Unverified Automatic Morpheme Segmentation and Labeling in Universal Dependencies Resources May 1, 2017 Semantic Textual Similarity Word Embeddings
Code Code Available Representing Sentences as Low-Rank Subspaces Apr 18, 2017 Semantic Textual Similarity Sentence
— Unverified Semantic Similarity from Natural Language and Ontology Analysis Apr 18, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified Cross-media Similarity Metric Learning with Unified Deep Networks Apr 14, 2017 Metric Learning Representation Learning
— Unverified Exploring Word Embeddings for Unsupervised Textual User-Generated Content Normalization Apr 10, 2017 Semantic Similarity Semantic Textual Similarity
— Unverified CompiLIG at SemEval-2017 Task 1: Cross-Language Plagiarism Detection Methods for Semantic Textual Similarity Apr 5, 2017 Semantic Similarity Semantic Textual Similarity
Code Code Available Interpretation of Semantic Tweet Representations Apr 4, 2017 Feature Engineering Property Prediction
Code Code Available Word Vector Space Specialisation Apr 1, 2017 Lexical Entailment Representation Learning
— Unverified Understanding Idiomatic Variation Apr 1, 2017 Semantic Textual Similarity
— Unverified Improving Verb Metaphor Detection by Propagating Abstractness to Words, Phrases and Individual Senses Apr 1, 2017 Semantic Textual Similarity Topic Models
— Unverified IIT (BHU): System Description for LSDSem'17 Shared Task Apr 1, 2017 Cloze Test Common Sense Reasoning
— Unverified Word Similarity Datasets for Indian Languages: Annotation and Baseline Systems Apr 1, 2017 Dependency Parsing Machine Translation
— Unverified Semantic Similarity of Arabic Sentences with Word Embeddings Apr 1, 2017 Descriptive Information Retrieval
— Unverified Word Sense Filtering Improves Embedding-Based Lexical Substitution Apr 1, 2017 Clustering Entity Extraction using GAN
— Unverified Complex Verbs are Different: Exploring the Visual Modality in Multi-Modal Models to Predict Compositionality Apr 1, 2017 Semantic Textual Similarity
— Unverified Literal or idiomatic? Identifying the reading of single occurrences of German multiword expressions using word embeddings Apr 1, 2017 Machine Translation Semantic Similarity
— Unverified Cross-Lingual Syntactically Informed Distributed Word Representations Apr 1, 2017 Bilingual Lexicon Induction Entity Linking
— Unverified 