04:00
2026-07-09
arxiv.org
machine-learning
From Text to Parameters: Predicting Item Parameters from Embedding Regularization with Reliability and Design Ceilings
Researchers propose an evaluation framework combining regularized regression on item text embeddings with repeated cross-validated R-squared and two performance upper bounds—a reliability ceiling and …