Jinwen Luo
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2026
Can We Trust Item Response Theory for AI Evaluation?
This paper evaluates the reliability of using item response theory (IRT) models for AI benchmarking, comparing four estimation tools under various simulation conditions.
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cs.AIEmpiricalRecentJul 16, 2026
Can We Trust Item Response Theory for AI Evaluation?
Han Jiang, Sunbeom Kwon, Jinwen Luo, Ziang Xiao +1 more
This paper evaluates the reliability of using item response theory (IRT) models for AI benchmarking, comparing four estimation tools under various simulation conditions.
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