Sivarajkumar, Sonish
- A Framework for Human Evaluation of Large Language Models in Healthcare Derived from Literature Review
2024/05/04 by Thomas Yu Chow Tam, Tam, Thomas Yu Chow, Sonish Sivarajkumar +27 · 29 citations
Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences
- RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts
2024/05/21 by Ji, Yuelyu, Li, Zhuochun, Meng, Rui +7 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing
2022/03/09 by Sonish Sivarajkumar, Sivarajkumar, Sonish, Yanshan Wang +1 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Topic Modeling
- Mitigating the Risk of Health Inequity Exacerbated by Large Language Models
2024/10/07 by Ji, Yuelyu, Ma, Wenhe, Sivarajkumar, Sonish +6 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing
2023/09/14 by Sivarajkumar, Sonish, Kelley, Mark, Samolyk-Mazzanti, Alyssa +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Fair Patient Model: Mitigating Bias in the Patient Representation Learned from the Electronic Health Records
2023/06/05 by Sonish Sivarajkumar, Yufei Huang, Sivarajkumar, Sonish +3 · 1 citation
Health Professions · Medicine · #Healthcare cost, quality, practices #Global Cancer Incidence and Screening #Chronic Disease Management Strategies