Surabhi Verma

Measuring Organizational Constructs in Large-Scale Text: An interpretive framework combining topic modeling and BERT

Measuring organizational constructs in large-scale unstructured text requires methods that preserve interpretive depth while enabling systematic, per-document classification. Structural Topic Modeling (STM) supports interpretive depth by surfacing patterns that inform construct o...