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Natural language processing toolbox using Sigma knowledge engineering system.
/*
Copyright 2014-2015 IPsoft
Author: Andrei Holub [email protected]
This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 2 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with this program ; if not, write to the Free Software
Foundation, Inc., 59 Temple Place, Suite 330, Boston,
MA 02111-1307 USA
*/
package semRewrite.substitutor;
import semRewrite.substitutor.CoreLabelSequence;
import com.google.common.collect.Iterables;
import com.google.common.collect.Lists;
import com.google.common.collect.Maps;
import edu.stanford.nlp.ling.CoreAnnotations;
import edu.stanford.nlp.ling.CoreLabel;
import edu.stanford.nlp.pipeline.Annotation;
import java.util.LinkedList;
import java.util.List;
import java.util.ListIterator;
import java.util.Map;
public class LocationSubstitutor extends SimpleSubstitutorStorage {
/** **************************************************************
* Connects "there" to the nearest coreference that is a location.
*/
public LocationSubstitutor(Annotation document) {
addGroups(collectGroups(document));
}
private Map collectGroups(Annotation document) {
Map collectedGroups = Maps.newHashMap();
List labels = document.get(CoreAnnotations.TokensAnnotation.class);
ListIterator rit = labels.listIterator(labels.size());
while (rit.hasPrevious()) {
CoreLabel label = rit.previous();
// We have to distinguish the case of "there" being used as a different part of speech, so we should only
// seek to make "there" a coreference when it has POS tag VB and not "EX" from the Stanford POS tagger.
if ("there".equals(label.lemma()) && ("RB".equals(label.tag()) || "VB".equals(label.tag()))) {
if (rit.hasPrevious()) {
semRewrite.substitutor.CoreLabelSequence location = closestLocation(labels, rit.previousIndex());
if (!location.isEmpty()) {
collectedGroups.put(semRewrite.substitutor.CoreLabelSequence.from(label), location);
}
}
}
}
return collectedGroups;
}
/** **************************************************************
*/
private semRewrite.substitutor.CoreLabelSequence closestLocation(List labels, int therePosition) {
ListIterator rit = labels.listIterator(therePosition);
LinkedList location = Lists.newLinkedList();
while (rit.hasPrevious()) {
CoreLabel label = rit.previous();
if ("LOCATION".equals(label.ner()) || "ORGANIZATION".equals(label.ner())) {
if (Iterables.getFirst(location, label).ner().equals(label.ner())) {
location.addFirst(label);
}
}
else if (!location.isEmpty()){
if ("IN".equals(label.tag())) {
location.addFirst(label);
}
break;
}
}
return CoreLabelSequence.from(location.toArray(new CoreLabel[0]));
}
}