Nationality encoding in language model hidden states: Probing culturally differentiated representations in persona-conditioned academic text

Paul Jackson, Ruizhe Li, Elspeth Edelstein

Large language models are increasingly used as writing tools and pedagogical resources in English for Academic Purposes, but it remains unclear whether they encode culturally diffe…