Directory / Tags
confidence
- Classification using confidenceSort company annual reports into fine-grained industry groups with one Choice each, and use the answer's own confidence to fall back to the broader division when the model is unsure.
- Date extractionPull absolute and relative dates out of documents by asking for the parts that are named, then resolving and validating them in code, with low-confidence cases sent for review.
- Self-consistency: choicesAdd an explicit uncertain outcome to moderation decisions, then weigh how often labels agree against how much gets actioned automatically.
- Self-consistency: noulsSend borderline probabilities to a human reviewer instead of forcing a yes or no, while keeping the underlying values in view so the routing stays explainable.
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