Same Answer, New Box: How much of RLVR's out-of-domain gain is answer format?
Read the original at arxiv.org→arXiv:2610.20639v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) is credited with gains beyond the domain its rewards check, such as higher MMLU accuracy after training on...
Original headline: "Same Answer, New Box: How Much of RLVR's Out-of-Domain Gain Is Answer Format?"
Coverage timeline
- Oct 16, 04:00 UTC arXiv cs.LG lead source Same Answer, New Box: How Much of RLVR's Out-of-Domain Gain Is Answer Format?