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ConceptLC / Likelihood Confidence

Likelihood Confidence

An external signal that converts average negative log-likelihood into a bounded score, providing a stable confidence measure in fusion-based evaluation.

Timeline (last 90 days)

Nov 6

Circe converts the average negative log-likelihood of generated tokens into a bounded Likelihood Confidence (LC) score, and the bounding treatment makes this signal more stable when fused with other scores.

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Nov 6

Circe fuses the three signals CIC, RG and LC into a unified correctness score.

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