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Author

Nayera Hasan

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Jul 2026

Benchmarking LLM Competence on Logical Inference over Probability Operators

A benchmark for reasoning over probability operators--inference over sentences with gradable epistemic modals containing 14,320 procedurally-generated English prompts across fifteen inference templates, systematically varying question form, negation strategy, and surface content is introduced.

Nayera Hasan, Jack Greff, Alvin Grissom II · 0 citations

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