Rubric-Conditioned LLM Grading: Alignment, Uncertainty, and Robustness

Haotian Deng, Chris Farber, Jiyoon Lee +1

Automated short-answer grading (ASAG) remains a challenging task due to the linguistic variability of student responses and the need for nuanced, rubric-aligned partial credit. Whi…