Large Language Model (LLM) & GPT, A Monolithic Study in Generative AI

Abstract

Large Language Models (LLMs) are a branch of computer science and artificial intelligence which is concerned with computer and human language interaction. It is the study of mathematical and computational modeling of various aspects of language and the development of an arsenal of systems. Large Language Models are considered an area of research and application that explores how computers can be used to comprehend and manipulate natural language text or speech to perform useful tasks. It has spread its applications in various areas such as machine translation, email spam detection, information extraction, summarization, medical, and question answering etc. Large Language Models (LLMs) have a greater contribution in the area of text pre-processing as well in the time of ChatGPT as an example. Different pre-processing steps are required to perform, such as stemming, part-of-speech (POS) tagging, chunking, parsing, information extraction, etc. to perform language processing.