Learning What to Practice: Diagnosis-Guided Self-Evolution for Language Models

Xincheng Wei, Yifan Ding, Fucheng Xiong +6

Self-play supports the self-evolution of language models, but solver performance can plateau or decline across rounds without guidance. Existing unguided methods typically use diff…