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Yuan Qin

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Open access Sep 2026

An External Knowledge-Guided Generative Model for Few-Shot Aspect Category Sentiment Analysis

A generative ACSA model that incorporates external knowledge is proposed, which retrieves fine-grained aspect-related terms from external knowledge bases and uses them to construct contrastive sentence pairs, generating enhanced aspect-related representations, thereby bridging the gap between the original text and pred...

Yan Xiang, Hao-Quan Luo, Yuan Qin et al. · 0 citations

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