RATAS decomposes rubrics into simplified rules, scores each rule with GPT-4o, and cascades scores to grade long textual exam answers with reported near-human accuracy.
Kolappan, Computer Assisted Short Answer Grading with Rubrics using Active Learning, 2023
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Ratas framework: A comprehensive genai-based approach to rubric-based marking of real-world textual exams
RATAS decomposes rubrics into simplified rules, scores each rule with GPT-4o, and cascades scores to grade long textual exam answers with reported near-human accuracy.