Unverified50% confidenceDecision RuleExact time
After reranking, a threshold was set so that an empty result set is returned when the best candidate's score is too low.
1
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50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
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Related Claims
UnverifiedWhen holdout samples are used for score estimation, the ordering scores are inflated in expectation, and this inflation occurs for candidate nodes that should not yet be selected, so the direction of the bias is favorable for correct ordering.73% similarUnverifiedIn zero-shot classification, the scores of all candidates sum to 1; the fewer the candidates, the larger the probability space available to each, so the threshold parameter needs to be calibrated individually based on the specific number of categories.73% similarUnverifiedThe monotonic acceptance mechanism only accepts a candidate result when it improves the verifier score, thereby reducing regression across iterations.70% similarUnverified分层漏斗每一层输出置信度分数，当置信度低于预设阈值时请求才下沉到下一层；阈值过高导致请求不必要流向下层，阈值过低引发误识别70% similar
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