Word Embedding for Semantically Relative Words: an Experimental Study

The ability to identify semantic relations between words has made a word2vec model widely used in NLP tasks. The idea of word2vec is based on a simple rule that a higher similarity can be reached if two words have a similar context. Each word can be represented as a vector, so the closest coordinate...

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Bibliographic Details
Main Authors: Maria S. Karyaeva, Pavel I. Braslavski, Valery A. Sokolov
Format: Article
Language:English
Published: Yaroslavl State University 2018-12-01
Series:Modelirovanie i Analiz Informacionnyh Sistem
Subjects:
Online Access:https://www.mais-journal.ru/jour/article/view/769