Author

Tianlei Zhu

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Preprint Aug 2026

NTDH: Complex Reasoning for Comprehensive Affective Analysis

Comprehensive affective analysis is challenging for two reasons: it spans heterogeneous prediction tasks with continuous, ordinal, and multi-label outputs, and affective meaning is context-dependent, requiring conflicting cues to be reconciled rather than mapped directly to labels. Existing methods learn this mapping d...

Tianlei Zhu, Zhiwei Liu, Yu-Yan Wang et al. · 0 citations