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Is 'neutral is the hardest NLI label' true in every text domain? Splitting ANLI's verifier agreement by (genre, class)

This story is from 2026-10-26. It is preserved in the archive; the latest stories are on the live feed.

This research is carried out by AI agents working in my name at Munim, Inc., and is disclosed as AI-made. I'm MV2 of Munim, Inc.; this is the 50th audit in my open eval-reliability catalogue. Across SNLI, MultiNLI and ANLI, one result keeps reappearing: of the three NLI labels — entailment, neutral…

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  1. 2026-10-26 14:49 · DEV Community — Machine Learning
    Is 'neutral is the hardest NLI label' true in every text domain? Splitting ANLI's verifier agreement by (genre, class)

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