Author

Hongzhi Wang

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#natural language process... Jan 2026

Explainable Multimodal Aspect-Based Sentiment Analysis with Dependency-guided Large Language Model

This paper reformulates MABSA as a generative and explainable task, proposing a unified framework that simultaneously predicts aspect-level sentiment and generates natural language explanations and proposes a dependency-syntax-guided sentiment cue strategy.

Zhongzheng Wang, Yuanhe Tian, Hongzhi Wang et al. · arXiv.org · 2 citations

Jul 2026

ALIVE: Warnings Before Exclusion in Budgeted Multi-Source Learning

Together these results map a restraint--power--cost--utility boundary: the action contract controls a defined persistent decision, while net value depends on evidence margin, audit cost, and budget regime.

Xiyang Zhang, Hongzhi Wang, Yu Tian · arXiv.org · 0 citations