/* * 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; /** * Generates Brown cluster features for token bigrams. */ public class BrownBigramFeatureGenerator implements AdaptiveFeatureGenerator { private BrownCluster brownCluster; /** * Creates a new Brown Cluster bigram feature generator. * @param brownCluster A {@link BrownCluster}. */ public BrownBigramFeatureGenerator(BrownCluster brownCluster) { this.brownCluster = brownCluster; } @Override public void createFeatures(List<String> features, String[] tokens, int index, String[] previousOutcomes) { List<String> wordClasses = BrownTokenClasses.getWordClasses(tokens[index], brownCluster); if (index > 0) { List<String> prevWordClasses = BrownTokenClasses.getWordClasses(tokens[index - 1], brownCluster); for (int i = 0; i < wordClasses.size() && i < prevWordClasses.size(); i++) features.add("p" + "browncluster" + "," + "browncluster" + "=" + prevWordClasses.get(i) + "," + wordClasses.get(i)); } if (index + 1 < tokens.length) { List<String> nextWordClasses = BrownTokenClasses.getWordClasses(tokens[index + 1], brownCluster); for (int i = 0; i < wordClasses.size() && i < nextWordClasses.size(); i++) { features.add("browncluster" + "," + "n" + "browncluster" + "=" + wordClasses.get(i) + "," + nextWordClasses.get(i)); } } } }