More Context, Larger Models, or Moral Knowledge? A Systematic Study of Schwartz Value Detection in Political Texts

Study comparing sentence, window, and document-level inputs with retrieval-augmented and zero-shot LLMs (12B–123B) for Schwartz value detection in political text finds that more context does not uniformly improve performance.