Karan Singhal
- Large Language Models Encode Clinical Knowledge
2022/12/26 by Karan Singhal, Shekoofeh Azizi, Singhal, Karan +65 · 5 voices · 275 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Text Readability and Simplification #Topic Modeling #cs.CL
- Towards Generalist Biomedical AI
2023/07/26 by Tao Tu, Shekoofeh Azizi, Tu, Tao +68 · 3 voices · 57 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
- Towards Accurate Differential Diagnosis with Large Language Models
2023/11/30 by Daniel McDuff, Mike Schaekermann, McDuff, Daniel +53 · 5 voices · 34 citations
#cs.CY #cs.AI
- Towards Expert-Level Medical Question Answering with Large Language Models
2023/05/16 by Karan Singhal, Tao Tu, Singhal, Karan +64 · 4 voices · 39 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling #cs.AI #cs.CL #cs.LG
- Towards Conversational Diagnostic AI
2024/01/11 by Tao Tu, Tu, Tao, Anil Palepu +47 · 9 voices · 10 citations
#cs.AI #cs.CL #cs.LG
- Large language models encode clinical knowledge
2023/07/12 by Karan Singhal, Shekoofeh Azizi, Tao Tu +29 · 201 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling
- A Field Guide to Federated Optimization
2021/07/14 by Jianyu Wang, Zachary Charles, Wang, Jianyu +103 · 15 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- OpenAI GPT-5 System Card
2025/12/19 by Aaditya Singh, Adam Fry, Adam Perelman +483 · 2 voices · 36 citations
#cs.CL #cs.AI
- Plex: Towards Reliability using Pretrained Large Model Extensions
2022/07/15 by Dustin Tran, Tran, Dustin, Jeremiah Liu +49 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
- Federated Reconstruction: Partially Local Federated Learning
2021/02/05 by Karan Singhal, Singhal, Karan, Hakim Sidahmed +9 · 4 citations
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Human Mobility and Location-Based Analysis
- SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer
2023/12/02 by Renán A. Rojas-Gómez, Rojas-Gomez, Renan A., Karan Singhal +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling