arxivcs.CLcs.LG2026-07-17
Cost-efficient generative AI summarization for scalable automated essay scoring in educational assessment
Automated essay scoring (AES) enables scalable assessment and timely feedback but remains challenged by transformer input-length limitations, which can cause information loss when processing long essays. This study proposes a generative AI-assisted summarization framework to impr…