Text Summarization: GPT Perspective
Sairaj Pokale, Karan Taware, Gavin Fernandes, Sakshi Kangane, Parth Bhosale, Laxmi Bewoor · 2023
The field of artificial intelligence (AI) has witnessed significant advancements in recent years, particularly in the areas of machine learning (ML), deep learning (DL), and transformers. These technologies have revolutionized various industries, including healthcare, finance, and transportation. This study provides an extensive examination of GPT-based models, especially GPT-4, in their ability to effectively condense text. We investigate the architectural elements, training approaches, and multiple strategies used by the model to generate high-quality summaries. Our analysis offers valuable insights into the strengths and possible enhancements for GPT-based models in text summarization tasks.