Assembling Topic Models: Material Political Economy and the Genealogy of an Algorithm.
Natural Language Processing (NLP) technologies-ranging from topic models to today's large language models like GPT-have rapidly entered the social sciences, reshaping methodological practice. Yet researchers often overlook the stark political-economic contrasts between academia and the AI research-industry symbiosis. I...