Context Embedding Based on Bi-LSTM in Semi-Supervised Biomedical Word Sense Disambiguation

Word sense disambiguation (WSD) is a basic task of natural language processing (NLP) and its purpose to choose the correct sense of an ambiguous word according to its context. In biomedical WSD, recent research has used context embeddings built by concatenating or averaging word embeddings to repres...

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Bibliographic Details
Main Authors: Zhi Li, Fan Yang, Yaoru Luo
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8712564/