detector_evaluation
StyleShield: Exposing the Fragility of AIGC Detectors through Continuous Controllable Style Transfer
Guantian Zheng · arXiv (2026) · doi:10.48550/arxiv.2605.00924 · gemini-3.1-flash-lite
Papers tagged with: #валідність-оцінювання
theoretical
Correct codes for the wrong reasons? validating LLMs as measurement instruments for theoretical constructs
Manuel Pita · arXiv (2026) · doi:10.48550/arxiv.2606.28574 · gemini-3.1-flash-lite
psychometric_modeling
Representational Control over Self-Report & Behavior Coherence in LLM Risk-Taking
Rafal Kocielnik, Peiyang Song, Pengrui Han, Myrl G. Marmarelis, Ramit Debnath, Dean Mobbs, R. Michael Alvarez · arXiv (2026) · doi:10.48550/arxiv.2610.04125 · gemini-3.1-flash-lite
psychometric_modeling
Identifying Causes of Test Unfairness: Manipulability and Separability
Youmi Suk, Weicong Lyu · arXiv (2026) · doi:10.48550/arxiv.2601.13449 · gemini-3.1-flash-lite
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