An iterative framework lets LLMs learn procedural assessment skills for rubric construction, improving automated scoring on all ten ASAP-SAS items and often exceeding expert rubrics while showing cross-item transfer.
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Learnable Assessment Skills for LLM-based Automated Scoring: Rubric Construction via Iterative Optimization
An iterative framework lets LLMs learn procedural assessment skills for rubric construction, improving automated scoring on all ten ASAP-SAS items and often exceeding expert rubrics while showing cross-item transfer.