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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;
import java.util.function.Predicate;
public class UniversalEnglishGrammaticalStructureFactory implements GrammaticalStructureFactory {
private final Predicate puncFilter;
private final HeadFinder hf;
public UniversalEnglishGrammaticalStructureFactory() {
this(null, null);
}
public UniversalEnglishGrammaticalStructureFactory(Predicate puncFilter) {
this(puncFilter, null);
}
public UniversalEnglishGrammaticalStructureFactory(Predicate puncFilter, HeadFinder hf) {
this.puncFilter = puncFilter;
this.hf = hf;
}
@Override
public UniversalEnglishGrammaticalStructure newGrammaticalStructure(Tree t) {
if (puncFilter == null && hf == null) {
return new UniversalEnglishGrammaticalStructure(t);
} else if (hf == null) {
return new UniversalEnglishGrammaticalStructure(t, puncFilter);
} else {
return new UniversalEnglishGrammaticalStructure(t, puncFilter, hf);
}
}
}