14 citations · 24 across the 3 of their papers we have counts for
3 papers
cs.DL2023★ 6 cited
How and Why do Researchers Reference Data? A Study of Rhetorical Features and Functions of Data References in Academic Articles
Sara Lafia, Andrea Thomer, Elizabeth Moss +2
Data reuse is a common practice in the social sciences. While published data play an essential role in the production of social science research, they are not consistently cited, w…
cs.DL2022★ 4 cited
Librarian-in-the-Loop: A Natural Language Processing Paradigm for Detecting Informal Mentions of Research Data in Academic Literature
Lizhou Fan, Sara Lafia, David Bleckley +3
Data citations provide a foundation for studying research data impact. Collecting and managing data citations is a new frontier in archival science and scholarly communication. How…
cs.CL2021★ 14 cited
Leveraging Machine Learning to Detect Data Curation Activities
Sara Lafia, Andrea Thomer, David Bleckley +2
This paper describes a machine learning approach for annotating and analyzing data curation work logs at ICPSR, a large social sciences data archive. The systems we studied track c…