Han Jiang
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×2
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Research Timeline
2026
MINDGAMES: A Live Arena for Evaluating Social and Strategic Reasoning in Multi-Agent LLMs
The paper introduces Mindgames, a comprehensive multi-game arena for evaluating LLM agents' sustained social and strategic reasoning, demonstrating that current evaluations are limited by structural scaffolding and error-survival confounds.
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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Papers
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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cs.AIRecentMay 28, 2026