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

Author

Kang Han

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Jul 2026

Symbolic Preference Distillation: Advancing Small Language Models for Mental Health Analysis.

This paper proposes symbolic preference distillation (SyPD), a reasoning optimization strategy that leverages specialized domain knowledge to perform SLMs' error analysis and generate symbolic knowledge via a teacher, and proposes a preference distillation method that guides an SLM to align with high-quality and clinic...

Lu Yu, Weikang Xiang, Kang Han et al. · 0 citations

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