A multi-label text sentiment analysis model based on sentiment correlation modeling

ObjectiveThis study proposes an emotion correlation-enhanced sentiment analysis model (ECO-SAM), a sentiment correlation modeling-based multi-label sentiment analysis model.MethodsThe ECO-SAM utilizes a pre-trained BERT encoder to obtain semantic embedding of input texts and then leverages a self-at...

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Bibliographic Details
Main Authors: Yingying Ni, Wei Ni
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2024.1490796/full
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