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Aspect-based sentiment analysis based on multi-granularity graph convolutional network

delete2025-07-12
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PRE
AI
Y
Yanfen Cheng
何凡 (Fan He)
X
Xun Shao
J
Jiajun Wu
DOI:10.1016/j.neunet.2025.107864delete
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Abstract

Abstract

En 中文
• We proposed a novel multi-granularity graph convolutional network for ABSA. • We designed a hierarchical constituency tree mask matrices. • We eliminated unnecessary layers in the constituency tree. • We fused the dependency and constituency trees based on structural features.
Keywords:
multi-granularity graph convolutional network
hierarchical constituency tree mask matrices
constituency tree
dependency tree
structural features

Journal

Neural Networks cover
Neural Networks
IF:
6.3
Papers:
7.8K
Citations:
3.0W

Organization

T
Toyohashi University of Technology
Scholars:
2.3K
Papers: 1.8K
Citations: 1.5K
W
Wuhan University of Technology
Scholars:
3.4W
Papers: 2.4W
Citations: 4.4W