Affective-Knowledge-Enhanced Graph Convolutional Networks for Aspect-Based Sentiment Analysis with Multi-Head Attention

Affective-Knowledge-Enhanced Graph Convolutional Networks for Aspect-Based Sentiment Analysis with Multi-Head Attention

Aspect-based sentiment analysis (ABSA) is a task in natural language processing (NLP) that involves predicting the sentiment polarity towards a specific aspect in text. Graph neural networks (GNNs) have been shown to be effective tools for sentiment analysis tasks, but current research often overloo...

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Bibliographic Details
Main Authors: Xiaodong Cui, Wenbiao Tao, Xiaohui Cui
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Applied Sciences
Subjects:
graph convolutional network
aspect-based sentiment analysis
multi-head attention
Online Access:https://www.mdpi.com/2076-3417/13/7/4458

Internet

https://www.mdpi.com/2076-3417/13/7/4458

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