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	<title>Natural Language Processing &#187; Algorithms</title>
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	<description>Articles on Natural Language Processing</description>
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		<title>Baum Welch Algorithm</title>
		<link>http://language.worldofcomputing.net/pos-tagging/baum-welch-algorithm.html</link>
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		<pubDate>Mon, 21 Dec 2009 03:35:04 +0000</pubDate>
		<dc:creator>Robin</dc:creator>
				<category><![CDATA[POS Tagging]]></category>
		<category><![CDATA[Algorithms]]></category>

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		<description><![CDATA[Baum-Welch Algorithm
Baum-Welch Algorithm, also known as forward-backword algorithm was invented by Leonard E. Baum and Lloyd R Welch. It is a special case of Estimation Maximization (EM) method. Baum-Welch algorithm is very effective to train a Markov model without using manually annotated corpora. 
Baum Welch algorithm works by assigning initial probabilities to all the parameters. [...]]]></description>
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