AI in Education
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Papers tagged with: #humanization

7.5
psychometric_modeling

Evaluating LLM-as-a-Judge Beyond Score Alignment: A Psychometric Analysis of Residual Judging Difficulty

Longwei Cong, Sonja Hahn, Sebastian Gombert, Leon Camus, Fabian Zehner, Hendrik Drachsler, Ulf Kroehne · arXiv (2026) · doi:10.48550/arxiv.2610.02877 · gemini-3.1-flash-lite

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7.4
psychometric_modeling

Interpretable, Fairly Evaluated Automated L2 Speaking Assessment that Beats the Single-Human Ceiling and Why Pause Encoding Does Not Change LLM Fluency Scores

Eichi Uehara · arXiv (2026) · doi:10.48550/arxiv.2608.26137 · gemini-3.8-flash

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7.2
detector_evaluation

Why AI Detection Fails for Academic Integrity

Jonathan A. Karr, Grigorii Khvatskii, Ting Hua, Nitesh V. Chawla · arXiv (2026) · doi:10.48550/arxiv.2608.11256 · gemini-3.1-flash-lite

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