Publications related on Large Language Models:

1. Hayden Helm, Tianyi Chen, Harvey McGuiness, Paige Lee, Brandon Duderstadt, Carey E. Priebe, "Toward a digital twin of U.S. Congress," 2025 Symposium on Data Science & Statistics, Salt Lake City, Utah, April 29 - May 2, 2025

   
   

2. Cencheng Shen, Darren Edge, Jonathan Larson, Carey E. Priebe, "Explaining Categorical Feature Interactions Using Graph Covariance and LLMs," Submitted, 2025

   
   

3. Aranyak Acharyya, Michael W. Trosset, Carey E. Priebe, Hayden S. Helm, "Consistent estimation of generative model representations in the data kernel perspective space," Submitted, 2025

   
   

4. Michael W. Trosset, Carey E. Priebe, "Continuous Multidimensional Scaling," Submitted, 2024

   
   

5. Harvey McGuinness, Tianyu Wang, Carey E. Priebe, Hayden Helm, "Investigating social alignment via mirroring in a system of interacting language models," Submitted, 2024

   
   

6. Hayden Helm, Aranyak Acharyya, Brandon Duderstadt, Youngser Park, Carey E. Priebe, "Statistical inference on black-box generative models in the data kernel perspective space," Submitted, 2024

   
   

7. Robert Osazuwa Ness, Katie Matton, Hayden Helm, Sheng Zhang, Junaid Bajwa, Carey E. Priebe, Eric Horvitz, "MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering," Submitted, 2024

   
   

8. Hayden Helm, Carey E Priebe, Weiwei Yang, "A Statistical Turing Test for Generative Models," Submitted, 2023

   
   

9. Brandon Duderstadt, Hayden S. Helm, Carey E Priebe, "Comparing Foundation Models using Data Kernels," Submitted, 2023

   
   

10. Hayden Helm, Brendon Duderstadt, Youngser Park, Carey E. Priebe, "Tracking the Perspectives of Interacting Language Models," Conference on Empirical Methods in Natural Language Processing, November 12–16, Miami, Florida, 2024. publisher site