CURATRON: Complete and Robust Preference Data for Rigorous Alignment of Large Language Models

Son The Nguyen, Niranjan Uma Naresh, Theja Tulabandhula

This paper addresses the challenges of aligning large language models (LLMs) with human values via preference learning (PL), focusing on incomplete and corrupted data in preference…