Amrita Panesar

End-to-End Automated Item Generation and Scoring for Adaptive English Writing Assessment with Large Language Models

2025

Automated item generation (AIG) is a key enabler for scaling language proficiency assessments.We present an end-to-end methodology for automated generation, annotation, and integration of adaptive writing items for the EF Standard English Test (EFSET), leveraging …