Retaining by Doing: The Role of On-Policy Data in Mitigating Forgetting
DGX agentarXiv:2510.18874v3 Announce Type: replace-cross Abstract: Adapting language models (LMs) to new tasks via post-training carries the risk of degrading existing capabilities -- a phenomenon classically