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Stanford Parser processes raw text in English, Chinese, German, Arabic, and French, and extracts constituency parse trees.
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package edu.stanford.nlp.parser.shiftreduce;
import java.util.List;
import edu.stanford.nlp.ling.CoreLabel;
import edu.stanford.nlp.parser.common.ParserConstraint;
import edu.stanford.nlp.trees.LabeledScoredTreeNode;
import edu.stanford.nlp.trees.Tree;
import edu.stanford.nlp.trees.TreeCoreAnnotations;
import edu.stanford.nlp.util.TreeShapedStack;
/**
* Transition that makes a unary parse node in a partially finished tree.
*/
public class UnaryTransition implements Transition {
public final String label;
/** root transitions are illegal in the middle of the tree, naturally */
public final boolean isRoot;
public UnaryTransition(String label, boolean isRoot) {
this.label = label;
this.isRoot = isRoot;
}
/**
* Legal as long as there is at least one item on the state's stack.
*/
public boolean isLegal(State state, List constraints) {
if (state.finished) {
return false;
}
if (state.stack.size() == 0) {
return false;
}
Tree top = state.stack.peek();
if (top.label().value().equals(label)) {
// Disallow unary transitions where the label doesn't change
return false;
}
if (top.label().value().startsWith("@") && !label.equals(top.label().value().substring(1))) {
return false;
}
if (top.children().length == 1) {
Tree child = top.children()[0];
if (child.children().length == 1) {
Tree grandChild = child.children()[0];
if (grandChild.children().length == 1) {
// Three consecutive unary trees. Not legal to keep adding unaries.
// TODO: do preterminals count in that equation?
return false;
}
}
}
if (isRoot && (state.stack.size() > 1 || !state.endOfQueue())) {
return false;
}
// UnaryTransition actually doesn't care about the constraints.
// If the constraint winds up unsatisfied, we'll get stuck and
// have to do an "emergency transition" to fix the situation.
return true;
}
/**
* Add a unary node to the existing node on top of the stack
*/
public State apply(State state) {
return apply(state, 0.0);
}
static Tree addUnaryNode(Tree top, String label) {
if (!(top.label() instanceof CoreLabel)) {
throw new IllegalArgumentException("Stack should have CoreLabel nodes");
}
Tree newTop = createNode(top, label, top);
return newTop;
}
static Tree createNode(Tree top, String label, Tree ... children) {
CoreLabel headLabel = (CoreLabel) top.label();
CoreLabel production = new CoreLabel();
production.setValue(label);
production.set(TreeCoreAnnotations.HeadWordLabelAnnotation.class, headLabel.get(TreeCoreAnnotations.HeadWordLabelAnnotation.class));
production.set(TreeCoreAnnotations.HeadTagLabelAnnotation.class, headLabel.get(TreeCoreAnnotations.HeadTagLabelAnnotation.class));
Tree newTop = new LabeledScoredTreeNode(production);
for (Tree child : children) {
newTop.addChild(child);
}
return newTop;
}
/**
* Add a unary node to the existing node on top of the stack
*/
public State apply(State state, double scoreDelta) {
Tree top = state.stack.peek();
Tree newTop = addUnaryNode(top, label);
TreeShapedStack stack = state.stack.pop();
stack = stack.push(newTop);
return new State(stack, state.transitions.push(this), state.separators, state.sentence, state.tokenPosition, state.score + scoreDelta, false);
}
@Override
public boolean equals(Object o) {
if (o == this) {
return true;
}
if (!(o instanceof UnaryTransition)) {
return false;
}
String otherLabel = ((UnaryTransition) o).label;
return label.equals(otherLabel);
}
@Override
public int hashCode() {
return 29467607 ^ label.hashCode();
}
@Override
public String toString() {
return "Unary" + (isRoot ? "*" : "") + "(" + label + ")";
}
private static final long serialVersionUID = 1;
}