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Stanford CoreNLP provides a set of natural language analysis tools which can take raw English language text input and give the base forms of words, their parts of speech, whether they are names of companies, people, etc., normalize dates, times, and numeric quantities, mark up the structure of sentences in terms of phrases and word dependencies, and indicate which noun phrases refer to the same entities. It provides the foundational building blocks for higher level text understanding applications.
package edu.stanford.nlp.trees.international.pennchinese;
import edu.stanford.nlp.trees.TreebankLanguagePack;
/**
* Implements a 'semantic head' variant of the the HeadFinder found in Chinese Head Finder.
*
* @author Pi-Chuan Chang
* @author Huihsin Tseng
* @author Percy Liang
*/
public class UniversalChineseSemanticHeadFinder extends ChineseHeadFinder {
public UniversalChineseSemanticHeadFinder() {
this(new ChineseTreebankLanguagePack());
}
public UniversalChineseSemanticHeadFinder(TreebankLanguagePack tlp) {
super(tlp);
ruleChanges();
}
/** Makes modifications of head finder rules to better fit with semantic notions of heads. */
private void ruleChanges() {
// Note: removed VC and added NP; copula should not be the head.
// todo [pengqi 2016]: prioritizing VP over VV works in most cases, but this actually interferes
// with xcomps(?) like
// (VP (VV 继续)
// (VP (VC 是)
// (NP 重要 的 国际 新闻)
// )
// )
nonTerminalInfo.put("VP", new String[][]{{"left", "VP", "VCD", "VSB", "VPT", "VV", "VCP", "VA", "VE", "IP", "VRD", "VNV", "NP"}, leftExceptPunct});
//nonTerminalInfo.put("CP", new String[][]{{"right", "CP", "IP", "VP"}, rightExceptPunct});
nonTerminalInfo.put("CP", new String[][]{{"rightexcept", "DEC", "WHNP", "WHPP", "SP"}, rightExceptPunct});
nonTerminalInfo.put("DVP", new String[][]{{"leftdis", "VP" ,"ADVP"}});
nonTerminalInfo.put("LST", new String[][]{{"right", "CD", "NP", "QP", "PU"}});
nonTerminalInfo.put("QP", new String[][]{{"right", "QP", "CD", "OD", "NP", "NT", "M", "CLP"}}); // there's some QP adjunction
nonTerminalInfo.put("PP", new String[][]{{"leftexcept", "P"}}); // Preposition
nonTerminalInfo.put("LCP", new String[][]{{"leftexcept", "LC"}}); // Localizer
nonTerminalInfo.put("DNP", new String[][]{{"rightexcept", "DEG", "DEC"}}); // Associative
}
private static final long serialVersionUID = 2L;
}