TWE‐WSD: An effective topical word embedding based word sense disambiguation

Abstract Word embedding has been widely used in word sense disambiguation (WSD) and many other tasks in recent years for it can well represent the semantics of words. However, the existing word embedding methods mostly represent each word as a single vector, without considering the homonymy and poly...

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Bibliographic Details
Main Authors: Lianyin Jia, Jilin Tang, Mengjuan Li, Jinguo You, Jiaman Ding, Yinong Chen
Format: Article
Language:English
Published: Wiley 2021-03-01
Series:CAAI Transactions on Intelligence Technology
Online Access:https://doi.org/10.1049/cit2.12006