Larson, Jonathan

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Nori, H., Lee, Y. T., Zhang, S., Carignan, D., Edgar, R., Fusi, N., King, N., Larson, J., Li, Y., Liu, W., et al. (2023) · arXiv

Topic ModelingArtificial Intelligence in Healthcare and Education

Cited by 178

From local to global: a graph rag approach to query-focused summarization

Edge, D., Trinh, H., Cheng, N., Bradley, J., Chao, A., Mody, A., Truitt, S., Metropolitansky, D., Ness, R. O., & Larson, J. (2024) · arXiv

Space Exploration and TechnologyUsability and User Interface Design

Cited by 159

Evaluating Cognitive Maps and Planning in Large Language Models with CogEval

Momennejad, I., Hasanbeig, H., Frujeri, F. V., Sharma, H., Jojic, N., Palangi, H., Ness, R., & Larson, J. (2023) · Advances in Neural Information Processing Systems 36

Topic ModelingAI-based Problem Solving and Planning

Cited by 27

Evaluating Cognitive Maps and Planning in Large Language Models with CogEval

Momennejad, I., Hasanbeig, H., Vieira, F., Sharma, H., Ness, R. O., Jojic, N., Palangi, H., & Larson, J. (2023) · arXiv

Topic ModelingAI-based Problem Solving and Planning

Cited by 27

Towards Effective Extraction and Evaluation of Factual Claims

Metropolitansky, D., & Larson, J. (2025) · arXiv

Advanced Text Analysis TechniquesTopic Modeling

Cited by 7

Dynamic Silos: Increased Modularity in Intra-organizational Communication Networks during the Covid-19 Pandemic

Zuzul, T., Pahnke, E. C., Larson, J., Bourke, P., Caurvina, N., Shah, N. P., Amini, F., Weston, J., Park, Y., Vogelstein, J., et al. (2021) · arXiv

Complex Network Analysis TechniquesKnowledge Management and Sharing

Cited by 7