Integrating Network Psychometrics and LLMs: The Ising-Embeddings-Model applied to Reliability Auditing

Scoring consistency for constructed-response items in large-scale assessments is typically estimated through double-scoring, which uses small samples and assumes independence among responses. We present an integrated framework combining network psychometrics with the Linguistic-Integrated Reliabilit