A conformal prediction filter over deducibility graphs keeps language model reasoning coherently factual at user-chosen coverage levels on MATH and FELM problems.
- Each entry in the adjacency list is a list of n integers: - A value of 1 at position i in row j indicates that subclaim j depends on subclaim i
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Conformal Language Model Reasoning with Coherent Factuality
A conformal prediction filter over deducibility graphs keeps language model reasoning coherently factual at user-chosen coverage levels on MATH and FELM problems.