Questioning the Questions: Sustaining Self-Evolution in Reasoning Models
Self-evolving reasoning models learn from their own generated questions, yet repeated self-training can lead to performance collapse. In this paper, we investigate why performance deteriorates over successive rounds and how to sustain self-evolution. Our analysis identifies two recurring quality problems in self-genera...
Jin-Yuan Li, Chengsong Huang, Lang-Lin Huang et al.
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