EssayCBM: Transparent AI for Essay Grading Promises Clarity and Accuracy

This research explores a novel application of AI in education, focusing on creating more transparent and rubric-aligned essay grading. The concept bottleneck models used aim to improve interpretability and trust in automated assessment.

• •EssayCBM utilizes concept bottleneck models to enhance the transparency of AI-driven essay grading.
• •The system is designed to align with existing essay rubrics, potentially improving grading accuracy.
• •This research aims to build trust in automated assessment systems within education.