Larson, Jonathan
- Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine
2023/11/28 by Harsha Nori, Yin Tat Lee, Nori, Harsha +36 · 5 voices · 49 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.CL
- From Local to Global: A Graph RAG Approach to Query-Focused Summarization
2024/04/24 by Darren Edge, Ha Trinh, Edge, Darren +17 · 4 voices · 267 citations
#cs.CL #cs.AI #cs.IR
- Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
2023/09/25 by Ida Momennejad, Hosein Hasanbeig, Momennejad, Ida +13 · 2 voices · 14 citations
#cs.AI #cs.CL #cs.LG
- Towards Effective Extraction and Evaluation of Factual Claims
2025/02/15 by Dasha Metropolitansky, Jonathan Larson, Metropolitansky, Dasha +1 · 7 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Software Engineering Research
- Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models
2023/12/15 by Jin, Xin, Larson, Jonathan, Yang, Weiwei +1 · 3 citations
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Maximum likelihood estimation for mechanistic network models
2021/06/16 by Larson, Jonathan, Onnela, Jukka-Pekka · 2 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- Simple Lifelong Learning Machines
2020/04/27 by Jayanta Dey, Dey, Jayanta, Joshua T. Vogelstein +27 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)