Formal semantic structure explains only 3.3–3.6% of label-entropy variance in ChaosNLI-S/M and does not detectably change what annotators disagree about.
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How Much Human Label Variation Does Formal Semantic Structure Explain?: Group-Level Effects and Item-Level Ceilings in NLI
Formal semantic structure explains only 3.3–3.6% of label-entropy variance in ChaosNLI-S/M and does not detectably change what annotators disagree about.