Six open-source LLMs reach up to 88.56% per-criterion accuracy and Pearson r≈0.80 versus TA grades on 92 UML class diagrams, supporting mixed-initiative grading.
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Beyond Grading Accuracy: Exploring Alignment of TAs and LLMs
Six open-source LLMs reach up to 88.56% per-criterion accuracy and Pearson r≈0.80 versus TA grades on 92 UML class diagrams, supporting mixed-initiative grading.