Speech and Language Processing

'Speech and Language Processing' is the way in to natural language processing for those who want to understand the technology before deep learning took over. Jurafsky and Martin build on classical ideas like n-gram models and show how each technique solves a specific problem.

The book is also essential for understanding why certain architectural choices were made in modern AI — many of the problems that transformers and attention solved are described first here, explained through older techniques.