arxivcs.CVcs.AIcs.CL2026-07-21
Bounding Boxes to Improve Small Language Model Performance on Vision-Based Grading Tasks
The deployment of Small Language Models (SLMs) in educational settings offers significant advantages in terms of privacy, cost, and scalability. However, SLMs often struggle with complex vision-based tasks, such as grading handwritten student exams, due to the high computational…