LLM Judges as Raters: A Pre-Registered Audit of Severity, Halo, Reliability, and Version Instability in LLM Essay Scoring on Public Corpora
Veerendra Kumar Sunkavalli · arXiv (2026) · doi:10.48550/arxiv.2608.29517 · gemini-3.1-flash-lite
Veerendra Kumar Sunkavalli · arXiv (2026) · doi:10.48550/arxiv.2608.29517 · gemini-3.1-flash-lite
Jodi M. Casabianca, Daniel F. McCaffrey, Matthew S. Johnson, Naim Alper, Vladimir Zubenko · arXiv (2026) · doi:10.48550/arxiv.2603.19280 · gemini-3.8-flash
Giulio Corsi, Maryam Abo-Tabik, Yael Benn, Georgiana Thorpe Apreutesei, Roni Tibon, Alexandru Marcoci, Deborah Talmi · arXiv (2026) · doi:10.48550/arxiv.2610.18019 · gemini-3.8-flash
Chungche Huang, Po-Ya Angela Wang, Shu-Kai Hsieh · arXiv (2026) · doi:10.48550/arxiv.2610.25724 · gemini-3.7-flash
Giulio Corsi, Alexandru Marcoci, Maryam Abo-Tabik, Georgiana Thorpe Apreutesei, Lyba Razzaq, Roni Tibon, Yael Benn, Deborah Talmi · CLOK (University of Central Lancashire) (2026) · doi:10.5281/zenodo.21039771 · gemini-3.7-flash
Heejin Do, Jakub Kontak, Mrinmaya Sachan · arXiv (2026) · doi:10.48550/arxiv.2609.03215 · gemini-3.1-flash-lite