A New Sentiment-Enhanced Word Embedding Method for Sentiment Analysis

A New Sentiment-Enhanced Word Embedding Method for Sentiment Analysis

Since some sentiment words have similar syntactic and semantic features in the corpus, existing pre-trained word embeddings always perform poorly in sentiment analysis tasks. This paper proposes a new sentiment-enhanced word embedding (S-EWE) method to improve the effectiveness of sentence-level sen...

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Bibliographic Details
Main Authors: Qizhi Li, Xianyong Li, Yajun Du, Yongquan Fan, Xiaoliang Chen
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
sentiment enhancement
sentiment-enhanced word embedding
sentiment lexicon
word embedding
Online Access:https://www.mdpi.com/2076-3417/12/20/10236

Internet

https://www.mdpi.com/2076-3417/12/20/10236

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