4 citations · 5 across the 5 of their papers we have counts for
5 papers
Bridging Network Psychometrics and Artificial Intelligence: An Ising-Potts Model with LLM-Derived Weights
Matthias von Davier
The Potts model extends the Ising model to multinomial data. We introduce a Rater Ising-Potts model that uses agreement indicators between pairs of ratings and category labels, wit…
Integrating Network Psychometrics and LLMs: The Ising-Embeddings-Model applied to Reliability Auditing
Matthias von Davier
Scoring consistency for constructed-response items in large-scale assessments is typically estimated through double-scoring, which uses small samples and assumes independence among…
Multilingual Sentence Embeddings for Linguistic-Integrated Reliability Audit
Ummugul Bezirhan, Ji Yoon Jung, Matthias von Davier
Multilingual assessment systems commonly rely on translation for scoring and quality-control processes. We evaluate whether multilingual sentence embeddings can replace translated…
Automated Reading Passage Generation with OpenAI's Large Language Model
Ummugul Bezirhan, Matthias von Davier
The widespread usage of computer-based assessments and individualized learning platforms has resulted in an increased demand for the rapid production of high-quality items. Automat…
Variable Selection in Latent Regression IRT Models via Knockoffs: An Application to International Large-scale Assessment in Education
Zilong Xie, Yunxiao Chen, Matthias von Davier +1
International large-scale assessments (ILSAs) play an important role in educational research and policy making. They collect valuable data on education quality and performance deve…