27 citations · 59 across the 14 of their papers we have counts for
4 papers · 2 filters
Improving Cross-Lingual Word Embeddings by Meeting in the Middle
Yerai Doval, Jose Camacho-Collados, Luis Espinosa-Anke +1
Cross-lingual word embeddings are becoming increasingly important in multilingual NLP. Recently, it has been shown that these embeddings can be effectively learned by aligning two…
SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors
Luis Espinosa-Anke, Steven Schockaert
We present SeVeN (Semantic Vector Networks), a hybrid resource that encodes relationships between words in the form of a graph. Different from traditional semantic networks, these…
Natural Language Processing for Music Knowledge Discovery
Sergio Oramas, Luis Espinosa-Anke, Francisco Gómez +1
Today, a massive amount of musical knowledge is stored in written form, with testimonies dated as far back as several centuries ago. In this work, we present different Natural Lang…
The Interplay between Lexical Resources and Natural Language Processing
Jose Camacho-Collados, Luis Espinosa-Anke, Mohammad Taher Pilehvar
Incorporating linguistic, world and common sense knowledge into AI/NLP systems is currently an important research area, with several open problems and challenges. At the same time,…