Commonsense knowledge graph-based adapter for aspect-level sentiment classification

Neurocomputing（2023）

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摘要

•A commonsense knowledge graph-based adapter (CKGA) is proposed.•A large-scale commonsense knowledge graph is set as the source of CKGA.•CKGA can be adapted to other ALSC works without modifying the original models.•Experiments on three benchmark datasets demonstrate the effectiveness of CKGA.

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关键词

Aspect-level sentiment classification,Adapter-based methods,Commonsense knowledge graph,Knowledge graph embedding

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