LLM-as-Judge in Education: A Curriculum-Grounded Marking Pipeline

In three linesCurriculum-grounded automated marking pipeline using LLMs to assess exam responses. Grounds model outputs in official curriculum artefacts (syllabus, performance descriptors, marking guidelines). Delivers marking outcomes comparable to human tutors with improved traceability to authorised standards.

Summary generated by Claude — human-verified