Transformers

Speech and Language Processing (3rd ed. draft)

Notes

The canonical NLP book, updated for the LLM era.

Understanding Deep Learning

Notes

Modern DL explained cleanly without hype.

Neural Language Models: From RNNs to Transformers

The evolution of neural sequence prediction, and how it connects to classical methods