Ensemble of Large Language Models for Curated Labeling and Rating of Free-text Data

1 code implementation • 14 Jan 2025 • Jiaxing Qiu, Dongliang Guo, Papini Natalie, Peace Noelle, Levinson Cheri, Teague R. Henry

Free-text responses are commonly collected in psychological studies, providing rich qualitative insights that quantitative measures may not capture.

Fast leave-one-cluster-out cross-validation using clustered Network Information Criterion (NICc)

no code implementations • 30 May 2024 • Jiaxing Qiu, Douglas E. Lake, Pavel Chernyavskiy, Teague R. Henry

For clustered data, we derived NICc by substituting the Fisher information matrix in the NIC with a clustering-adjusted estimator.

Clustering Model Selection +1