ReFormBench: Benchmarking the Stability of Response-Conditioned Format Correction in Large Language Models.

arXiv:2610.19693v1 Announce Type: new Abstract: Reliable use of large language models requires responses to satisfy formatting requirements across changing instructions. Standard compliance scores do not distinguish preserving a model's observed format from co