@article{refinenjudgecuratinghighqualitypreferenc, title = {Refine-n-Judge: Curating High-Quality Preference Chains for LLM-Fine-Tuning}, author = {Derin Cayir and Renjie Tao and Rashi Rungta and Kai Sun and Sean Chen and Haidar Khan and Minseok Kim and Julia Reinspach and Yue Liu}, year = {2025}, eprint = {2508.01543}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.01543}, }