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edu.stanford.nlp.trees.DependencyTreeTransformer Maven / Gradle / Ivy

package edu.stanford.nlp.trees;

import java.util.regex.Pattern;

import edu.stanford.nlp.trees.tregex.TregexPattern;
import edu.stanford.nlp.trees.tregex.tsurgeon.Tsurgeon;
import edu.stanford.nlp.trees.tregex.tsurgeon.TsurgeonPattern;

/**
 * Transforms an English structure parse tree in order to get the dependencies right:  
* -- put a ROOT node
* -- remove NONE nodes
* -- retain only NP-TMP, NP-ADV, UCP-TMP tags
* The UCP- tags will later be turned into NP- anyway
* * (Note [cdm]: A lot of this overlaps other existing functionality in trees. * Could aim to unify it.) * * @author mcdm */ public class DependencyTreeTransformer implements TreeTransformer { private static final Pattern TmpPattern = Pattern.compile("(NP|UCP).*-TMP.*"); private static final Pattern AdvPattern = Pattern.compile("(NP|UCP).*-ADV.*"); protected final TreebankLanguagePack tlp; public DependencyTreeTransformer() { tlp = new PennTreebankLanguagePack(); } @Override public Tree transformTree(Tree t) { //deal with empty root t.setValue(cleanUpRoot(t.value())); //strips tags stripTag(t); // strip empty nodes return stripEmptyNode(t); } protected static String cleanUpRoot(String label) { if (label == null || label.equals("TOP")) { return "ROOT"; // String constants are always interned } else { return label; } } // only leaves NP-TMP and NP-ADV protected String cleanUpLabel(String label) { if (label == null) { return ""; // This shouldn't really happen, but can happen if there are unlabeled nodes further down a tree, as apparently happens in at least the 20100730 era American National Corpus } boolean nptemp = TmpPattern.matcher(label).matches(); boolean npadv = AdvPattern.matcher(label).matches(); label = tlp.basicCategory(label); if (nptemp) { label = label + "-TMP"; } else if (npadv) { label = label + "-ADV"; } return label; } protected void stripTag(Tree t) { if ( ! t.isLeaf()) { String label = cleanUpLabel(t.value()); t.setValue(label); for (Tree child : t.getChildrenAsList()) { stripTag(child); } } } private static final TregexPattern matchPattern = TregexPattern.safeCompile("-NONE-=none", true); private static final TsurgeonPattern operation = Tsurgeon.parseOperation("prune none"); protected static Tree stripEmptyNode(Tree t) { return Tsurgeon.processPattern(matchPattern, operation, t); } }




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