The Speech and Language Processing (3rd ed. draft) by Dan Jurafsky and James H. Martin has been released on Feb 3, 2024, with Chapter 12 coming soon. The authors welcome feedback on typos and comments to improve the book. They acknowledge the valuable input from contributors and promise an updated full book draft with fixes. The content covers fundamental algorithms, NLP applications, annotating linguistic structure, and appendix chapters like hidden Markov models and phonetics. Surprising for an academic publication, they humorously decline to provide a completion date and encourage the use of the draft chapters in classes.
https://web.stanford.edu/~jurafsky/slp3/