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00925njm 22002777a 4500 dc Sanz Valdivieso, Lucia author López Arroyo, María Belén author 2025 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 Rabadán Álvarez, Rosa & Ramón, Noelia (eds). Cross Linguístic Mediated Communication 978-3-0343-5100-3 (Print) https://uvadoc.uva.es/handle/10324/84394 10.3726/b22833 Lingüística aplicada Human vs. ChatGPT corpus annotation: Data augmentation using LLM fine-tuning.