assessment_design
A Judge Should Know What Changed:Construct Validity for LLM-as-a-Judge Evaluation
Jianlin Chen, Wenhui Chen, Ziyao Lin, Chi Man Vong · arXiv (2026) · doi:10.48550/arxiv.2608.24419 · gemini-3.1-flash-lite
Статті за тегом: #оцінювання-ші
assessment_design
EduClaw-Bench: A Long-Horizon Benchmark for Pedagogical LLM Agents with Simulated Learners
Unggi Lee, Sookbun Lee, Yeil Jeong, Eunjoo Lee, Minchul Shin, Hoilym Kwon · arXiv (2026) · doi:10.48550/arxiv.2608.03206 · gemini-3.1-flash-lite
psychometric_modeling
Are Near-Tied LLM Rankings Robust to Family-DIF-Guided Benchmark Recomposition?
Qiaoyuan Zheng, Yiqu Yang · arXiv (2026) · doi:10.48550/arxiv.2609.00482 · gemini-3.1-flash-lite