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ARES (Autoregressive Reasoning Entailment Stability)

Official repository for "Probabilistic Soundness Guarantees in LLM Reasoning Chains"

[Paper]

  • Release code: Mid Aug 2025

image

Install environment

conda create -n ares python=3.10
conda activate ares
pip install -r requirements.txt

Demo notebook

Check out this demo notebook for ClaimTrees length 10 using ARES with prior probability 0.95.

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Official repository for "Probabilistic Soundness Guarantees in LLM Reasoning Chains"

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