Magic Words or Methodical Work? Challenging Conventional Wisdom in LLM-Based Political Text Annotation

Lorcan McLaren, James Cross, Zuzanna Krakowska +2

Political scientists are rapidly adopting large language models (LLMs) for text annotation, yet the sensitivity of annotation results to implementation choices remains poorly under…