In a semester-long bioinformatics course, LLM graders with hand-tuned rubrics and examples graded written answers in 85 to 90 percent agreement with human TAs, but the accuracy was measured on the same set used to design the prompts.
Contextualizing problems to student interests at scale in intelligent tutoring system using large language models, 2023
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Automated Assignment Grading with Large Language Models: Insights From a Bioinformatics Course
In a semester-long bioinformatics course, LLM graders with hand-tuned rubrics and examples graded written answers in 85 to 90 percent agreement with human TAs, but the accuracy was measured on the same set used to design the prompts.