Textbook
The book for this class is:
Foundations
of Statistical Natural Language Processing, Manning and Schutze, MIT
press,1999.
It is available for sale in the Univeristy Book Store.
Other useful books are:
- Statistical Methods for
Speech Recognition, F. Jelinek, MIT press 1997.
- Elements of Information
Theory, Cover and Thomas, Wiley & Sons 1991.
- Text Compression,
Bell Clearly and Witten, Prentice Hall, 1990.
- Probability and Statistics,
M. DeGroot, second edition, Addison Wesley.
- All of Statistics: A Concise Course in Statistical Inference,
Larry A. Wasserman, first edition, Springer, 2004.
The first two books are available at the LTI library.
Last modified: Tue Jan 10 15:30:35 EST 2006