A Unified Framework to Elicit Structured Feedback for Interpretable Multi-Trait Essay Scoring

Shihang Yang, Sanwoo Lee, Ningning Zhao +1

Multi-trait Automated Essay Scoring (AES) requires rubric-grounded reasoning across interdependent traits, rather than isolated score prediction. Existing feedback-enhanced methods…