Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models.

arXiv:2510.21978v3 Announce Type: replace-cross Abstract: Reinforcement learning with verifiable rewards (RLVR) has delivered impressive gains in mathematical and multimodal reasoning and has become a standard post-training paradigm for contemporary language a