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opennlp.tools.util.featuregen.WordClusterFeatureGenerator Maven / Gradle / Ivy
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package opennlp.tools.util.featuregen;
import java.util.List;
import opennlp.tools.util.StringUtil;
/**
* An {@link AdaptiveFeatureGenerator} implementation of a word cluster feature generator.
* It is based on a pre-defined {@link WordClusterDictionary}.
*
* @see WordClusterDictionary
*/
public class WordClusterFeatureGenerator implements AdaptiveFeatureGenerator {
private final WordClusterDictionary tokenDictionary;
private final String resourceName;
private final boolean lowerCaseDictionary;
/**
* Instantiates a {@link WordClusterFeatureGenerator} via a specified
* {@link WordClusterDictionary}.
*
* @param dict The token {@link WordClusterDictionary dictionary} to use.
* @param dictResourceKey The prefix to use for detected features. Typically,
* the value for this prefix should be {@code "dict"}.
* @param lowerCaseDictionary {@code true} if tokens will be lower-cased during
* dictionary lookup, {@code false} otherwise.
*/
public WordClusterFeatureGenerator(WordClusterDictionary dict,
String dictResourceKey, boolean lowerCaseDictionary) {
tokenDictionary = dict;
resourceName = dictResourceKey;
this.lowerCaseDictionary = lowerCaseDictionary;
}
@Override
public void createFeatures(List features, String[] tokens, int index,
String[] previousOutcomes) {
String clusterId;
if (lowerCaseDictionary) {
clusterId = tokenDictionary.lookupToken(StringUtil.toLowerCase(tokens[index]));
} else {
clusterId = tokenDictionary.lookupToken(tokens[index]);
}
if (clusterId != null) {
features.add(resourceName + clusterId);
}
}
}
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