SYNLAT: Syntax-Aligned Text-Latent Compression for Chain-of-Thought Reasoning

Yifeng Zhao, Hongjun Yu, Shibo Wang +5

Long chain-of-thought (CoT) traces impose substantial output-token costs. Under constrained budgets, compression must preserve answer-critical information, making boundary placemen…