EssayCBM: Rubric-Aligned Concept Bottleneck Models for Transparent Essay Grading

Kumar Satvik Chaudhary, Chengshuai Zhao, Fan Zhang +3

Automated essay scoring (AES) has advanced significantly with neural language models, yet most systems remain opaque, offering little visibility into how grades are produced. In ed…