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<HTML>
<BODY>
<TITLE>MALLET</TITLE>
<h2>MALLET: A Machine Learning for Language Toolkit</h2>
<p> page last updated 16 November 2005
<p>
MALLET is an integrated collection of Java code useful for statistical
natural language processing, document classification, clustering,
information extraction, and other machine learning applications to
text.
<p>
Documentation for MALLET is available at the
<a href=http://mallet.cs.umass.edu/index.php/Main_Page>MALLET web page</a>.
In particular there are
<a href=http://mallet.cs.umass.edu/index.php/Tutorials>tutorials</a>
on using MALLET as well as on using the <a href=http://mallet.cs.umass.edu/index.php/Jython:Main>Jython language to write scripts for Mallet</a>.
<p>
Mallet was written by <a href="http://www.cs.umass.edu/~mccallum">Andrew
McCallum</a>, with contributions from several graduate students
and staff, including Aron Culotta, Al Hough, Wei Li, David Pinto,
Charles Sutton, and Jerod Wienman, at University of Massachusetts Amherst, as well as contributions from Fernando Pereira, Ryan McDonald, and others at University of Pennsylvania.
<p>
This work was supported in part by the Center for Intelligent Information
Retrieval, and in part by SPAWARSYSCEN-SD grant number N66001-02-1-8903,
in part by Advanced Research and Development Activity under contract number
MDA904-01-C-0984,in part by The Central Intelligence Agency, the National
Security Agency andNational Science Foundation under NSF grant #IIS-0326249,
and in part by the Defense Advanced Research Projects Agency (DARPA), through
the Department of the Interior, NBC, Acquisition Services Division, under
contract number NBCHD030010. Work on and using MALLET at the University
of Pennsylvania is funded by NSF grants EIA-0205448 and EIA-0205456 as well
as CALO.
<p>
<h3>Citation</h3>
You are welcome to use the code under the terms of the licence for
research or commercial purposes, however please acknowledge its use
with a citation:
<pre>
McCallum, Andrew Kachites. "MALLET: A Machine Learning for
Language Toolkit." http://mallet.cs.umass.edu
2002.
</pre>
Here is a BiBTeX entry:
<pre>
@unpublished{McCallumMALLET,
author = "Andrew Kachites McCallum",
title = "MALLET: A Machine Learning for Language Toolkit",
note = "http://mallet.cs.umass.edu",
year = 2002}
</pre>
</BODY>
</HTML>