Hint Tuning: Less Data Makes Better Reasoners

Siqi Fan, Minghao Li, Xiaoqian Ma +6

Large reasoning models achieve high accuracy through extended chain-of-thought but generate 5--8 more tokens than necessary, applying verbose reasoning uniformly regardless of prob…