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cs.CL2025
Leveraging Deep Neural Networks for Aspect-Based Sentiment Classification
Chen Li, Debo Cheng, Yasuhiko Morimoto
Aspect-based sentiment analysis seeks to determine sentiment with a high level of detail. While graph convolutional networks (GCNs) are commonly used for extracting sentiment featu…
cs.CL2024★ 1 cited
Advancing Aspect-Based Sentiment Analysis through Deep Learning Models
Chen Li, Huidong Tang, Jinli Zhang +3
Aspect-based sentiment analysis predicts sentiment polarity with fine granularity. While graph convolutional networks (GCNs) are widely utilized for sentimental feature extraction,…
cs.CL2023
A Visual Interpretation-Based Self-Improved Classification System Using Virtual Adversarial Training
Shuai Jiang, Sayaka Kamei, Chen Li +2
The successful application of large pre-trained models such as BERT in natural language processing has attracted more attention from researchers. Since the BERT typically acts as a…