Probabilistic Models in the Study of Language
From the website:
I’m in the process of writing a textbook on the topic of using probabilistic models in scientific work on language ranging from experimental data analysis to corpus work to cognitive modeling. A current (partial) draft is available here. The intended audience is graduate students in linguistics, psychology, cognitive science, and computer science who are interested in using probabilistic models to study language. Feedback (both comments on existing drafts, and expressed desires for additional material to include!) is more than welcome — send it to rlevy@ucsd.edu.
Just scanning the chapters titles this looks like a useful work for anyone concerned with language issues.