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SharkSpicy/RuleWorld

RuleWorld RuleWorld is a large-scale benchmark for evaluating whether language models can retrieve and apply a shared repository of externally provided procedural rules. Its rules are abstract, globally reusable, and intentionally non-commonsense, so a model cannot answer reliably from world knowledge alone. Each rule is supplied in aligned natural-language (NL) and first-order logic (FOL) forms. The benchmark covers three reasoning settings: Single-Rule QA, Parallel Multi-Rule QA… See the full description on the dataset page: https://huggingface.co/datasets/SharkSpicy/RuleWorld.

Author / organizationSharkSpicy
Downloads160 (as reported by Hugging Face)
Likes0
Created25 August 2026
Last updated at source4 September 2026
procedural-reasoningrule-reasoningretrievalsynthetic-datalarge-language-models
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