LLMs Powering Smart Expert Systems: Text Classification Breakthrough
LLMs like GPT-4 excel as text classifiers, matching traditional models in various domains & even exceeding performance in some cases. They also show promise for few-shot learning & fine-tuning, making them a powerful tool for smart expert systems.
This is a Plain English Papers summary of a research paper called LLMs Powering Smart Expert Systems: Text Classification Breakthrough. If you like these kinds of analysis, you should join AImodels.fyi or follow me on Twitter. Overview This paper explores the use of large language models (LLMs) as text classifiers for building smart expert systems. It investigates the performance of LLMs, such as GPT-4, in text classification tasks across various domains. The paper also examines the potential of LLMs for few-shot learning and fine-tuning in these classification tasks. Plain...