diff --git a/opennlp-wsd/src/main/java/opennlp/tools/disambiguator/mfs/MFS.java b/opennlp-wsd/src/main/java/opennlp/tools/disambiguator/mfs/MFS.java
deleted file mode 100644
index fe82987..0000000
--- a/opennlp-wsd/src/main/java/opennlp/tools/disambiguator/mfs/MFS.java
+++ /dev/null
@@ -1,229 +0,0 @@
-/*
- * 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.disambiguator.mfs;
-
-import java.security.InvalidParameterException;
-import java.util.ArrayList;
-import java.util.List;
-
-import net.sf.extjwnl.JWNLException;
-import net.sf.extjwnl.data.POS;
-import net.sf.extjwnl.data.Synset;
-import net.sf.extjwnl.data.Word;
-import opennlp.tools.disambiguator.WSDHelper;
-import opennlp.tools.disambiguator.WSDParameters;
-import opennlp.tools.disambiguator.WSDSample;
-import opennlp.tools.disambiguator.WSDisambiguator;
-import opennlp.tools.disambiguator.WordPOS;
-
-/**
- * Implementation of the <b>Most Frequent Sense</b> baseline approach. This
- * approach returns the senses in order of frequency in WordNet. The first sense
- * is the most frequent.
- */
-public class MFS extends WSDisambiguator {
-
- public MFSParameters parameters;
-
- public MFS(MFSParameters parameters) {
- this.parameters = parameters;
- }
-
- public MFS() {
- this.parameters = new MFSParameters();
- }
-
- /*
- * @return the most frequent senses from wordnet
- */
- public static String getMostFrequentSense(WSDSample sample) {
-
- List<Synset> synsets = sample.getSynsets();
- for (Word wd : synsets.get(0).getWords()) {
- if (WSDParameters.isStemCompare) {
- WordPOS wdPOS = new WordPOS(wd.getLemma(), wd.getPOS());
- WordPOS samplePOS = new WordPOS(
- sample.getLemmas()[sample.getTargetPosition()],
- WSDHelper.getPOS(sample.getTargetTag()));
- if (wdPOS.isStemEquivalent(samplePOS)) {
- try {
- return WSDParameters.SenseSource.WORDNET.name() + " "
- + wd.getSenseKey();
- } catch (JWNLException e) {
- e.printStackTrace();
- }
- }
- } else {
- if (wd.getLemma().equalsIgnoreCase(
- (sample.getLemmas()[sample.getTargetPosition()]))) {
- try {
- return WSDParameters.SenseSource.WORDNET.name() + " "
- + wd.getSenseKey();
- } catch (JWNLException e) {
- e.printStackTrace();
- }
- }
- }
- }
- return "nonesense";
-
- }
-
- public static String[] getMostFrequentSenses(WSDSample sample) {
-
- List<Synset> synsets = sample.getSynsets();
- String[] senseKeys = new String[synsets.size()];
-
- for (int i = 0; i < synsets.size(); i++) {
- for (Word wd : synsets.get(i).getWords()) {
- if (WSDParameters.isStemCompare) {
- WordPOS wdPOS = new WordPOS(wd.getLemma(), wd.getPOS());
- WordPOS samplePOS = new WordPOS(
- sample.getLemmas()[sample.getTargetPosition()],
- WSDHelper.getPOS(sample.getTargetTag()));
- if (wdPOS.isStemEquivalent(samplePOS)) {
- try {
- senseKeys[i] = WSDParameters.SenseSource.WORDNET.name() + " "
- + wd.getSenseKey();
- break;
- } catch (JWNLException e) {
- e.printStackTrace();
- }
- break;
- }
- } else {
- if (wd.getLemma().equalsIgnoreCase(
- (sample.getLemmas()[sample.getTargetPosition()]))) {
- try {
- senseKeys[i] = WSDParameters.SenseSource.WORDNET.name() + " "
- + wd.getSenseKey();
- break;
- } catch (JWNLException e) {
- e.printStackTrace();
- }
- break;
- }
- }
- }
- }
- return senseKeys;
-
- }
-
- @Override
- public WSDParameters getParams() {
- return this.parameters;
- }
-
- @Override
- public void setParams(WSDParameters params) throws InvalidParameterException {
- if (params == null) {
- this.parameters = new MFSParameters();
- } else {
- if (params.isValid()) {
- this.parameters = (MFSParameters) params;
- } else {
- throw new InvalidParameterException("wrong parameters");
- }
- }
-
- }
-
- @Override
- public String[] disambiguate(WSDSample sample) {
-
- if (WSDHelper.isRelevantPOSTag(sample.getTargetTag())) {
- return disambiguate(sample.getTargetWordTag());
-
- } else {
- if (WSDHelper.getNonRelevWordsDef(sample.getTargetTag()) != null) {
- String s = WSDParameters.SenseSource.WSDHELPER.name() + " "
- + sample.getTargetTag();
- String[] sense = { s };
- return sense;
- } else {
- return null;
- }
- }
- }
-
- @Override
- public String[] disambiguate(String[] tokenizedContext, String[] tokenTags,
- String[] lemmas, int ambiguousTokenIndex) {
- return disambiguate(new WSDSample(tokenizedContext, tokenTags, lemmas,
- ambiguousTokenIndex));
- }
-
- public String[] disambiguate(String wordTag) {
-
- String word = wordTag.split("\\.")[0];
- String tag = wordTag.split("\\.")[1];
-
- POS pos;
-
- if (tag.equalsIgnoreCase("a")) {
- pos = POS.ADJECTIVE;
- } else if (tag.equalsIgnoreCase("r")) {
- pos = POS.ADVERB;
- } else if (tag.equalsIgnoreCase("n")) {
- pos = POS.NOUN;
- } else if (tag.equalsIgnoreCase("v")) {
- pos = POS.VERB;
- } else
- pos = null;
-
- if (pos != null) {
-
- WordPOS wordPOS = new WordPOS(word, pos);
-
- ArrayList<Synset> synsets = wordPOS.getSynsets();
- int size;
- if (this.parameters.isReturnMultiple()) {
- size = synsets.size();
- } else {
- size = 1;
- }
- String[] senses = new String[size];
-
- for (int i = 0; i < size; i++) {
- String senseKey = null;
- for (Word wd : synsets.get(i).getWords()) {
- if (wd.getLemma().equals(word)) {
- try {
- senseKey = wd.getSenseKey();
- } catch (JWNLException e) {
- e.printStackTrace();
- }
- senses[i] = WSDParameters.SenseSource.WORDNET.name() + " "
- + senseKey;
- break;
- }
- }
-
- }
- return senses;
- } else {
- WSDHelper.print(word + " " + pos);
- System.out.println("The word has no definitions in WordNet !");
- return null;
- }
-
- }
-}
diff --git a/opennlp-wsd/src/main/java/opennlp/tools/disambiguator/mfs/MFSParameters.java b/opennlp-wsd/src/main/java/opennlp/tools/disambiguator/mfs/MFSParameters.java
deleted file mode 100644
index 63a226b..0000000
--- a/opennlp-wsd/src/main/java/opennlp/tools/disambiguator/mfs/MFSParameters.java
+++ /dev/null
@@ -1,48 +0,0 @@
-/*
- * 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.disambiguator.mfs;
-
-import org.apache.commons.lang3.EnumUtils;
-
-import opennlp.tools.disambiguator.WSDParameters;
-
-public class MFSParameters extends WSDParameters {
-
- public MFSParameters() {
- this.isCoarseSense = false;
- this.source = SenseSource.WORDNET;
- }
-
- protected SenseSource source;
-
- public SenseSource getSource() {
- return source;
- }
-
- public void setSource(SenseSource source) {
- this.source = source;
- }
-
- @Override
- public boolean isValid() {
- return EnumUtils.isValidEnum(SenseSource.class, source.name());
- }
-
-}
