Conference
Open access
Aug 2026
Cross-Relational Preference Learning for Better LLM Instruction Following
This work proposes Cross-Relational Preference Learning (CRPL), a novel framework for constructing preference data that explicitly models inter-instruction relationships through two key techniques: Cross-Relationship Perturbation and Cross-Region Pair Sampling, which enables the generation of more diverse preference da...
Run-Sheng Li, Kai Sun, Bin Shi et al.
· Proceedings of the Thirty-Fi... · 0 citations