One confidence threshold yields unequal language coverage in typed decision interfaces; translating inputs reduces gaps
Read the original at arxiv.org→arXiv:2610.37688v1 Announce Type: new Abstract: Deployed classifiers often act on a prediction only when its confidence clears a threshold and pass the rest to a person. We ask whether one threshold serves all...
Original headline: "One Confidence Threshold, Unequal Coverage: Language Gaps in Typed Decision Interfaces and How Translating Inputs Reduces Them"
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- Oct 30, 04:00 UTC arXiv cs.CL lead source One Confidence Threshold, Unequal Coverage: Language Gaps in Typed Decision Interfaces and How Translating Inputs Reduces Them