Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine

Abstract Background Word representations support a variety of Natural Language Processing (NLP) tasks. The quality of these representations is typically assessed by comparing the distances in the induced vector spaces against human similarity judgements. Whereas comprehensive evaluation resources ha...

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Bibliographic Details
Main Authors: Billy Chiu, Sampo Pyysalo, Ivan Vulić, Anna Korhonen
Format: Article
Language:English
Published: BMC 2018-02-01
Series:BMC Bioinformatics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12859-018-2039-z