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entailment stability

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probabilistic soundness (1) soundness guarantee (1) large language model (1) statistical guarantee (1) reasoning chain (1) probabilistic framework (1) error detection (1) probabilistic modeling (1)

Papers

Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025