Confidence-Aware Automatic Short Answer Grading
Confidence-Aware ASAG — A hybrid confidence estimation framework for Automatic Short Answer Grading with LLMs that fuses model-based confidence signals (verbalized, latent, consistency-based) with dataset-derived aleatoric uncertainty via Random Forest + Platt scaling, enabling r...