Certainty is not just correctness: reassessing token-level certainty in LLM reasoning
Read the original at arxiv.org→arXiv:2610.00296v1 Announce Type: new Abstract: Token-level certainty is widely used as a proxy for correctness in LLM training and inference. However, the performance of certainty-based methods depends both on the...
Original headline: "Certainty Is Not Just Correctness: Rethinking Token-Level Certainty in LLM Reasoning"
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- Oct 2, 04:00 UTC arXiv cs.CL lead source Certainty Is Not Just Correctness: Rethinking Token-Level Certainty in LLM Reasoning