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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.trees.treebank;

import java.io.File;

/**
 *
 * @author Spence Green
 *
 */
public class DefaultMapper implements Mapper {

  public boolean canChangeEncoding(String parent, String child) {
    return true;
  }

  public String map(String parent, String element) {
    return element;
  }

  public void setup(File path, String... options) {}

}