opennlp.tools.util.featuregen

Class BrownCluster

java.lang.Object

opennlp.tools.util.featuregen.BrownCluster

All Implemented Interfaces:

SerializableArtifact

public class BrownCluster
extends java.lang.Object
implements SerializableArtifact

Class to load a Brown cluster document: word\tword_class\tprob http://metaoptimize.com/projects/wordreprs/ The file containing the clustering lexicon has to be passed as the value of the dict attribute of each BrownCluster feature generator.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	BrownCluster.BrownClusterSerializer

Constructor Summary

Constructors

Constructor and Description
BrownCluster(java.io.InputStream in) Generates the token to cluster map from Brown cluster input file.

Method Summary

Modifier and Type	Method and Description
java.lang.Class<?>	getArtifactSerializerClass() Retrieves the class which can serialize and recreate this artifact.
java.lang.String	lookupToken(java.lang.String string) Check if a token is in the Brown:paths, token map.
void	serialize(java.io.OutputStream out)

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

BrownCluster

public BrownCluster(java.io.InputStream in)
             throws java.io.IOException

Generates the token to cluster map from Brown cluster input file. NOTE: we only add those tokens with frequency bigger than 5.

Parameters:

in - the inputstream

Throws:

java.io.IOException - the io exception

Method Detail

lookupToken

public java.lang.String lookupToken(java.lang.String string)

Check if a token is in the Brown:paths, token map.

Parameters:

string - the token to look-up

Returns:

the brown class if such token is in the brown cluster map

serialize

public void serialize(java.io.OutputStream out)
               throws java.io.IOException

Throws:

java.io.IOException

getArtifactSerializerClass

public java.lang.Class<?> getArtifactSerializerClass()

Description copied from interface: SerializableArtifact

Retrieves the class which can serialize and recreate this artifact.
Note: The serializer class must have a public zero argument constructor or an exception is thrown during model serialization/loading.

Specified by:

getArtifactSerializerClass in interface SerializableArtifact

Returns:

the corresponding ArtifactSerializer class.