Learning the Topic, Not the Language: How LLMs Classify Online Immigration Discourse Across Languages

Andrea Nasuto, Stefano Maria Iacus, Francisco Rowe +1

Large language models (LLMs) offer new opportunities for scalable analysis of online discourse. Yet their use in multilingual social science research remains constrained by model s…