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Automated essay scoring by R

Look at "CRAN Task View: Natural Language Processing" 
http://cran.r-project.org/web/views/NaturalLanguageProcessing.html

You may be talking about package lsa which is described in the Task View
along with a link to an article, "Investigating Unstructured Texts with
Latent Semantic Analysis." The documentation for package lsa is located at
http://cran.r-project.org/web/packages/lsa/lsa.pdf

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David L Carlson
Associate Professor of Anthropology
Texas A&M University
College Station, TX 77843-4352