91 citations · 91 across the 3 of their papers we have counts for
3 papers
cs.CL2026
Selecting Language Models for Social Science: Start Small, Start Open, and Validate
Dustin S. Stoltz, Marshall A. Taylor, Sanuj Kumar
Currently, there are thousands of large pretrained language models (LLMs) available to social scientists. How do we select among them? Using validity, reliability, reproducibility,…
cs.CY2025
Generative AI in Sociological Research: State of the Discipline
AJ Alvero, Dustin S. Stoltz, Oscar Stuhler +1
Generative artificial intelligence (GenAI) has garnered considerable attention for its potential utility in research and scholarship. A growing body of work in sociology and relate…
cs.CY2020★ 91 cited
Cultural Cartography with Word Embeddings
Dustin S. Stoltz, Marshall A. Taylor
Using the frequency of keywords is a classic approach in the formal analysis of text, but has the drawback of glossing over the relationality of word meanings. Word embedding model…