Peter Wiemer-Hastings will be here on Sept 22 to talk about an NLP
technique known as Latent Semantic Analysis (LSA). In preparation for that
visit, please make sure you that you have read the following by Sept 20.
For CS 8761 students, this does count as "course material" so I reserve
the right to include it in quizzes/tests, etc. (The same is true of the
reading material for Jill Burstein's visit).

I'd read them in the order shown below - the first is an introductory
article on LSA, and then two more technial papers by Peter. Also, you can
try some online demos of LSA at http://lsa.colorado.edu.

Enjoy!

--

Landauer, T. K., Foltz, P. W., & Laham, D. (1998).  Introduction to
Latent Semantic Analysis. Discourse Processes, 25, 259-284.
http://lsa.colorado.edu/papers/dp1.LSAintro.pdf

Wiemer-Hastings, P., Graesser, A., Harter, D., and the Tutoring Research
Group, (1998). The foundations and architecture of Autotutor. Proceedings
of the 4th International Conference on Intelligent Tutoring Systems, San
Antonio, Texas (pp. 334-343). Berlin: Springer-Verlag.
http://reed.cs.depaul.edu/peterwh/papers/its98.pdf

Wiemer-Hastings, P., & Zipitria, I. (2001). Rules for syntax, vectors for
semantics, in the Proceedings of the Twenty-third Annual Conference of the
Cognitive Science Society. Mahwah, NJ: Lawrence Erlbaum Associates.
http://reed.cs.depaul.edu/peterwh/papers/cogsci01.pdf


--
Ted Pedersen
http://www.d.umn.edu/~tpederse


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