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Stanford Parser processes raw text in English, Chinese, German, Arabic, and French, and extracts constituency parse trees.
package edu.stanford.nlp.parser.shiftreduce;
import java.util.List;
import edu.stanford.nlp.parser.common.ParserConstraint;
import edu.stanford.nlp.trees.Tree;
/**
* Transition that moves a single item from the front of the queue to
* the top of the stack without making any other changes.
*/
public class ShiftTransition implements Transition {
/**
* Shifting is legal as long as the state is not finished and there
* are more items on the queue to be shifted.
* TODO: go through the papers and make sure they don't mention any
* other conditions where one shouldn't shift
*/
public boolean isLegal(State state, List constraints) {
if (state.finished) {
return false;
}
if (state.tokenPosition >= state.sentence.size()) {
return false;
}
// We disallow shifting when the previous transition was a right
// head transition to a partial (binarized) state
// TODO: I don't have an explanation for this, it was just stated
// in Zhang & Clark 2009
if (state.stack.size() > 0) {
Tree top = state.stack.peek();
// Temporary node, eg part of a binarized sequence
if (top.label().value().startsWith("@") && top.children().length == 2 &&
ShiftReduceUtils.getBinarySide(top) == BinaryTransition.Side.RIGHT) {
return false;
}
}
if (constraints == null || state.stack.size() == 0) {
return true;
}
final Tree top = state.stack.peek();
// If there are ParserConstraints, you can only shift if shifting
// will not make a constraint unsolvable. This happens if we
// shift beyond the right end of a constraint which is not solved.
for (ParserConstraint constraint : constraints) {
// either went past or haven't gotten to this constraint yet
if (ShiftReduceUtils.rightIndex(top) != constraint.end - 1) {
continue;
}
int left = ShiftReduceUtils.leftIndex(top);
if (left < constraint.start) {
continue;
}
if (left > constraint.start) {
return false;
}
if (!ShiftReduceUtils.constraintMatchesTreeTop(top, constraint)) {
return false;
}
}
return true;
}
/**
* Add the new preterminal to the stack, increment the queue position.
*/
public State apply(State state) {
return apply(state, 0.0);
}
/**
* Add the new preterminal to the stack, increment the queue position.
*/
public State apply(State state, double scoreDelta) {
Tree tagNode = state.sentence.get(state.tokenPosition);
if (!tagNode.isPreTerminal()) {
throw new AssertionError("Only expected preterminal nodes");
}
Tree wordNode = tagNode.children()[0];
String word = wordNode.label().value();
return new State(state.stack.push(tagNode), state.transitions.push(this), state.separators, state.sentence, state.tokenPosition + 1, state.score + scoreDelta, false);
}
@Override
public boolean equals(Object o) {
if (o == this) {
return true;
}
if (o instanceof ShiftTransition) {
return true;
}
return false;
}
@Override
public int hashCode() {
return 900967388; // a random int
}
@Override
public String toString() {
return "Shift";
}
private static final long serialVersionUID = 1;
}