Author

Tongliang Liu

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#natural language process... Jun 2026

When Compression Helps and When It Hurts: Condition-Aware Analysis of Chain-of-Thought Distillation

This work recast CoT compression along three dimensions: importance criterion, restructuring level, and compression budget, and yields condition-aware guidelines for matching compression to deployment context.

Siyang Lyu, Zhijing Sun, Xing-Hao Chen et al. · arXiv.org · 0 citations