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COMPUTER SCIENCE
COLLOQUIUM

Introducing an Object Oriented Design to the Ngram Statistics Package

SAIYAM KOHLI
Computer Science Graduate Student

Monday, July 10, 2006
10:00 a.m.

HELLER HALL 306

ABSTRACT

The Ngram Statistics Package is a freely available tool that counts 
sequences of words in text, and identifies those that have some added 
significance via a number of different measures of association. This 
package has been available since 2001, and has literally hundreds of 
users. However, the internal organization of the package has shown signs 
of age and disrepair. This project was undertaken to make NSP more object 
oriented, in order to reduce code replication and to improve the 
maintainability of the package. A significant reorganization was 
undertaken that has greatly reduced the amount of duplication in the code, 
and improved the logical organization of the measures in the package. In 
addition, several new measures have been added to the package, and a 
significant optimization to Fisher's Exact test has been designed and 
implemented.



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