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Yufei Li

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Learning Evidence Highlighting for Frozen LLMs

HiLight, an Evidence Emphasis framework that decouples evidence selection from reasoning for frozen LLM solvers, is introduced, an Evidence Emphasis framework that decouples evidence selection from reasoning for frozen LLM solvers.

Shao-Ang Li, Yanhang Shi, Yufei Li et al. · 0 citations
Preprint Jul 2026

SCOReD: Student-Aware CoT Optimization for Recommendation Distillation

Student-Aware CoT Optimization for Recommendation Distillation (SCOReD), a CoT optimization framework tailored to recommendation that first parses each teacher trace into typed segments and uses the student LLM's attention to score the importance of each segment.

H. S. Shahgir, Yufei Li, Xiaohan Wei et al. · 0 citations

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