Evolution of Neural Networks to Large Language Models
Akshay Kulkarni, Adarsha Shivananda, Anoosh Kulkarni, Dilip Gudivada · Apress eBooks · 2023
Over the past few decades, language models have undergone significant advancements. Initially, basic language models were employed for tasks such as speech recognition, machine translation, and information retrieval. These early models were constructed using statistical methods, like n-gram and hidden Markov models. Despite their utility, these models had limitations in terms of accuracy and scalability.