From NLP to Large Language Models

What is Natural Language Processing?

Language models

Statistical models (n-grams)

Knowledge-based models

Contextual language models

Neural network-based models

Feedforward neural networks

Recurrent neural networks (RNNs)

Long short-term memory (LSTM)

Gated recurrent units (GRUs)

Transformer models

Bidirectional encoder representations from transformers (BERT)

Generative pre-trained transformer (GPT)

What's next?