Triple dimensional psychology knowledge encouraging graph attention networks to exploit aspect-based sentiment analysis

Triple dimensional psychology knowledge encouraging graph attention networks to exploit aspect-based sentiment analysis

Abstract As a fine-grained sentiment analysis subtask in the natural language processing (NLP) community, aspect-based sentiment analysis (ABSA) aims to predict the sentiment polarity of the aspect terms according to the given sentence. In previous research, external affective knowledge has been uti...

Full description

Saved in:
Bibliographic Details
Main Authors: Xuefeng Shi, Weiping Ding, Min Hu, Xin Kang, Fuji Ren
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Aspect-based sentiment analysis
External knowledge
Graph attention networks
Psychology knowledge
Jensen–Shannon divergence
Online Access:https://doi.org/10.1038/s41598-025-08914-2
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1038/s41598-025-08914-2

Similar Items