CRII: III: Improving the Utilization of Humans in Data Integration and Discovery (NSF)
This project will develop new data integration and discovery solutions that account for human-in-the-loop processes and the emergence of LLMs. It will introduce methods to support humans in data integration and discovery, lay the foundations for studying human involvement in these pipelines, and establish new methods to evaluate and benchmark them. This project has the potential to create new human jobs, such as prompt engineers and response validators and will also contribute to the transparency of solutions via proper prompting and validation of AI responses. More information about the award can be found in the abstract online.