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probabilistic soundness

2 papers

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Co-occurring keywords · papers mentioning both

entailment stability (1) polynomial method (1) soundness guarantee (1) large language model (1) statistical guarantee (1) reasoning chain (1) error correction (1) probabilistic graphical model (1) graphical model (1) probabilistic framework (1)

Papers

Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025 Error-Correcting and Verifiable Parallel Inference in Graphical Models AAAI 2020