RLIE: Rule Generation with Logistic Regression, Iterative Refinement, and Evaluation for Large Language Models

Yang Yang, Hua XU, Zhangyi Hu +1

Large Language Models (LLMs) can propose rules in natural language, sidestepping the need for a predefined predicate space in traditional rule learning. Yet many LLM-based approach…