Foundations of Statistical Natural Language Processing

Christopher D. Manning and Hinrich Schütze

Chapter 9: Markov Models

Software

• Straightforward Software for HMMs by Tapas Kanungo.

Teaching materials

• Powerpoint slides by David Blei (UC Berkeley) [reproduced with permission of the author].
• A detailed working through of example 1 on pp. 321-322 (which has confused some people on the first pass) by Karin Haenelt. Reproduced with permission of the author from her course notes page.