3 papers
cs.CL2025
Using LLMs to create analytical datasets: A case study of reconstructing the historical memory of Colombia
David Anderson, Galia Benitez, Margret Bjarnadottir +1
Colombia has been submerged in decades of armed conflict, yet until recently, the systematic documentation of violence was not a priority for the Colombian government. This has res…
cs.CL2025
Paging Dr. GPT: Extracting Information from Clinical Notes to Enhance Patient Predictions
David Anderson, Michaela Anderson, Margret Bjarnadottir +2
There is a long history of building predictive models in healthcare using tabular data from electronic medical records. However, these models fail to extract the information found…
cs.LG2024
ROADFIRST: A Comprehensive Enhancement of the Systemic Approach to Safety for Improved Risk Factor Identification and Evaluation
Shriyan Reyya, Yao Cheng
Many agencies have adopted the FHWA-recommended systemic approach to traffic safety, an essential supplement to the traditional hotspot crash analysis which develops region-wide sa…