R&D Hub

This month, we are excited to share the latest research from the NAEP R&D community, focusing on the evaluation of large language models (LLMs). “The Challenges of Evaluating LLM Applications: An Analysis of Automated, Human, and LLM-Based Approaches” will be presented at the LLM4Eval workshop at the 2024 Association for Computer Machinery Special Interest Group on Information Retrieval (ACM SIGIR) conference on July 18, 2024. This paper from AIR researchers Bhashithe Abeysinghe and Ruhan Circi explores innovative approaches to evaluating custom AI applications, addressing a crucial barrier to faster progress in generative AI.

This week, the NAEP R&D program had the opportunity to interview former NAEP doctoral intern Mingqin Zhang. Zhang presented at the National Council on Measurement in Education (NCME) annual meeting as part of a training session titled “Examining MIRT Models From a Graphical Perspective Using RShiny and Mathematica.” Zhang, now a research scientist at Amazon Web Services, joined the 2018 cohort of NAEP Doctoral Internship Program interns from the University of Iowa, College of Education’s Educational Measurement & Statistics program. We were glad to catch up with her after the conference and ask her some questions about her NAEP Doctoral Internship program experience as the program gets ready to welcome the newest cohort of interns.

There's just one weekend remaining to apply for the 2024 NAEP Data Training Workshop! After you've submitted your application, check out another valuable resource to stay on top of NAEP news: the official blog of the nation’s report card, NAEP Plus.

The NAEP R&D program recently reconnected with former intern Yichi Zhang at the National Council on Measurement in Education (NCME) annual meeting, where AIR was presenting a study using the ROME (Bayesian Region of Measurement Equivalence) method she developed during her internship. We followed up after the conference to get her perspective on the NAEP Doctoral Internship program, which is gearing up for its next cohort in June. Read on to learn about Yichi’s experience, including advice for prospective interns and more about her ROME method for advancing equity in educational assessment.

Applications are now open for the summer 2024 NAEP Data Training Workshop, which will take place on June 26–28, in Arlington, VA. Advanced graduate students, educational researchers at universities or other research organizations, analysts from state and local education agencies, and those interested in analyzing large-scale assessment data will want to check out this upcoming opportunity to learn how to conduct data analysis using NAEP data.