Much of the material for this lecture comes from chapter 5 of Daniel Jurafsky/Jim Martin: Speech and Language Processing.
http://www.cs.colorado.edu/ martin/slp.html
See also
http://www.sultry.arts.su.edu.au/links/statnlp.html
for resources on statistical NLP