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RGDT-Bench: Benchmarking LLM Reasoning for Rule-Governed Decisions and Their Justifications
We study reasoning in Rule-Governed Decision Tasks (RGDTs), where models apply external rules to case facts and justify decisions, as required in policy, contract, and compliance settings. Beyond the deductive capability emphasized by standard mathematical and logical reasoning tasks, RGDTs require interpreting rules a …