Yiran Xie

A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM

Effectively balancing accuracy and cost is a critical challenge when using large language models (LLMs) for corpus annotation. This paper introduces a novel compression method based on keyword extraction (PCKE) that effectively reduces the number of prompt tokens in text classification annotation ta…