Using Probabilistic Programs to Train Inductive Reasoning in Large Language Models

Liyi Zhang, Akshay K. Jagadish, Brenden M. Lake +1

Post-training Large Language Models (LLMs) for reasoning typically focuses on deductive tasks such as mathematics and coding where correctness is verifiable. Yet, many real-world r…