LLM-Assisted Scoring for College English Writing Assessment: Statistical Calibration Against Teacher Standards
Large classes in Chinese College English programmes make frequent analytic assessment of student writing difficult. Large language models (LLMs) may support more frequent formative assessment, but their scores may vary across queries and be systematically harsher or more lenient than local teacher ratings. Using a corp...