Over the last few decades, language models have evolved. Simple language models were utilized initially for tasks like speech recognition, machine translation, and information retrieval.
These models were built using statistical approaches, including n-gram and hidden Markov models. These models, however, have limits in terms of accuracy and scalability.
Neural