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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Nan Wang

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Jul 2026

HyGST: a graph-integration enhanced generative framework for end-to-end aspect-based sentiment analysis

A novel Hybrid framework with Generation-guided Sequence Tagging (HyGST), which innovatively enhances task-relevant semantics by exploiting the intrinsic correlation between words and labels, which outperforms current EABSA methods.

Zhiyuan Ma, Chen-Xi Gu, Nan Wang et al. · 0 citations
Review Jul 2026

Enhancing Aspect‐Based Sentiment Analysis via Augmented Semantic and Syntactic Graph Fusion

A graph fusion network that leverages augmented semantic and syntactic graphs that explicitly model word‐dependency correlations via contextual augmentation, and incorporate selected part‐of‐speech (POS) features to refine semantic graph construction is proposed.

Yong-Jie Wang, Zhiyuan Ma, Yu-Ze Wang et al. · 0 citations

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