Researchers waste 80% of LLM annotation costs by classifying one text at a time

Christian Pipal, Eva-Maria Vogel, Morgan Wack +1

Large language models (LLMs) are increasingly being used for text classification across the social sciences, yet researchers overwhelmingly classify one text per variable per promp…