Published On Friday, September 6, 2024
This week, the NAEP R&D Hub is able to offer yet another sneak peek at some upcoming research from experts in large-scale assessment. Authored by Ruhan Circi, a NAEP process data researcher from the American Institutes for Research, alongside Maggie Perkoff, one of our 2024 summer doctoral interns, this working paper was produced as part of the Summer 2024 NAEP Doctoral Student Internship Program AI focus area. The authors also wish to thank Bhashithe Abeysinghe for his review of the working paper. It presents insights from a literature review on using LLMs for automated scoring of constructed response items, briefly explores how advancements in LLMs can improve current scoring systems, and highlights the remaining challenges and areas for further research.