Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective
Cross-prompt trait scoring task aims to learn generalizable scoring capabilities from source- prompt data, enabling automatic scoring across multiple dimensions on unseen essays. Existing research on cross-prompt trait essay scoring primarily focuses on improving model generalization by obtaining pr