151 citations · 152 across the 3 of their papers we have counts for
4 papers
Leveraging text data for causal inference using electronic health records
Reagan Mozer, Aaron R. Kaufman, Leo A. Celi +1
In studies that rely on data from electronic health records (EHRs), unstructured text data such as clinical progress notes offer a rich source of information about patient characte…
Perception, performance, and detectability of conversational artificial intelligence across 32 university courses
Hazem Ibrahim, Fengyuan Liu, Rohail Asim +36
The emergence of large language models has led to the development of powerful tools such as ChatGPT that can produce text indistinguishable from human-generated work. With the incr…
Diarization of Legal Proceedings. Identifying and Transcribing Judicial Speech from Recorded Court Audio
Jeffrey Tumminia, Amanda Kuznecov, Sophia Tsilerides +4
United States Courts make audio recordings of oral arguments available as public record, but these recordings rarely include speaker annotations. This paper addresses the Speech Au…
Matching with Text Data: An Experimental Evaluation of Methods for Matching Documents and of Measuring Match Quality
Reagan Mozer, Luke Miratrix, Aaron Russell Kaufman +1
Matching for causal inference is a well-studied problem, but standard methods fail when the units to match are text documents: the high-dimensional and rich nature of the data rend…