Assessing the Lexico-Semantic Relational Knowledge Captured by Word and Concept Embeddings

Ronald Denaux, Jose Manuel Gomez-Perez

Deep learning currently dominates the benchmarks for various NLP tasks and, at the basis of such systems, words are frequently represented as embeddings --vectors in a low dimensio…