LLM Chain Ensembles for Scalable and Accurate Data Annotation. - David Farr; Nico Manzonelli; Iain Cruickshank; Kate Starbird; Jevin West (IEEE Big Data, 2024)

RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Classifiers for Computational Social Science. - David Farr; Nico Manzonelli; Iain Cruickshank; Jevin West (CoRR, 2024)

LLM Confidence Evaluation Measures in Zero-Shot CSS Classification. - David Farr; Iain Cruickshank; Nico Manzonelli; Nicholas Clark; Kate Starbird; Jevin West (CoRR, 2024)

Membership Inference Attacks and Privacy in Topic Modeling. - Nico Manzonelli; Wanrong Zhang 001; Salil P. Vadhan (Trans. Mach. Learn. Res., 2024)

RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Linguistic Classifiers. - David Farr; Nico Manzonelli; Iain Cruickshank; Jevin West (COLING (Industry), 2025)

Ensemble-Based Uncertainty Quantification for Reliable Large Language Model Classification in Social Data Applications. - David Farr; Lynnette Hui Xian Ng; Iain J. Cruickshank; Nico Manzonelli; Nicholas Clark; Kate Starbird; Nathaniel D. Bastian; Jevin West (IEEE Access, 2025)