Item Response Theory

Item response theory — psychometric modeling of item difficulty and ability — meets LLMs in LLM Item Difficulty Prediction, LLM Psychometric Calibration Cdp, and Knowledge Tracing IRT: AI predicts difficulty and calibrates assessment, improving measurement precision (Educational Measurement, Assessment Validity).

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