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Jiaye Huang

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Review Open access Jul 2026

Aspect-Dimension Sentiment Analysis for Short Chinese E-Commerce Reviews: A Comparative Study of Lightweight CNN, LSTM and Transformer Models

This study adopts aspect-based sentiment analysis (ABSA) as the core framework and constructs a labeling schema comprising four sentiment dimensions and three polarity levels, yielding 12 classification categories, providing quantitative evidence for model selection under diverse deployment constraints.

Jiaye Huang · 0 citations

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