Geometric consistency in embedding space predicts LLM-human disagreement on ordinal difficulty ratings better than probability baselines in CEFR sentence assessment.
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Predicting Disagreement with Human Raters in LLM-as-a-Judge Difficulty Assessment without Using Generation-Time Probability Signals
Geometric consistency in embedding space predicts LLM-human disagreement on ordinal difficulty ratings better than probability baselines in CEFR sentence assessment.