79 citations · 401 across the 59 of their papers we have counts for
5 papers · 1 filter
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…
Predicted decay ideal
Sarah Jo Weinstein, Irena Swanson
For arbitrary positive integers we construct a family of monomial ideals such that for each positive integer and for each ideal in the fami…
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,…
From Word to Sense Embeddings: A Survey on Vector Representations of Meaning
Jose Camacho-Collados, Mohammad Taher Pilehvar
Over the past years, distributed semantic representations have proved to be effective and flexible keepers of prior knowledge to be integrated into downstream applications. This su…
A Short Survey on Sense-Annotated Corpora
Tommaso Pasini, Jose Camacho-Collados
Large sense-annotated datasets are increasingly necessary for training deep supervised systems in Word Sense Disambiguation. However, gathering high-quality sense-annotated data fo…