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Zheng-Jie Wang

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#natural language process... Preprint Sep 2026

Combining Hierarchical Cognitive Process with Process Supervision for Interpretable Scene Safety Understanding

This work constructs a hierarchical cognitive safety structure, which motivates the development of a novel, high-quality scene safety understanding dataset based on multi-step reasoning with process labels, and introduces a modular and flexible process supervision framework that reflects the hierarchical nature of huma...

Zhi-Yun Jiang, Han-Yong Wang, Binbin Liang et al. · 0 citations

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