Using Large Language Models and Generative AI to Scale Qualitative Data Analysis
Back to ProjectsVirginia Tech Academy of Data Science Discovery Fund$10,0002024-2025Active Study
Leveraging open-source large language models and generative AI to create workflows to conduct large-scale qualitative data analysis
Objectives
- Investigate how to combine modern machine learning methods with open-source large language models and generative AI to identify themes in qualitative data
- Combine language models with traditional qualitative methods to enhance analysis speed and scalability
Research Team
- PI: Dr. Andrew Katz