Human vs. ChatGPT corpus annotation: Data augmentation using LLM fine-tuning.

Abstract

In this chapter, we explore the potential of Pretrained Large Language Models (PTMs) to serve as research and data enhancement tools towards the future development of multilingual text production applications. We aim to test ChatGPT’s ability to provide automatically annotated high-quality data compared to human manual annotation