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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.

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package edu.stanford.nlp.coref.statistical;

import java.io.Serializable;
import java.util.List;
import java.util.Map;

/**
 * Represents all coreference examples for a particular document. Individual mention features are
 * stored separately from pairwise features to save memory.
 * @author Kevin Clark
 */
public class DocumentExamples implements Serializable {
  private static final long serialVersionUID = -2474306699767791493L;

  public final int id;
  public List examples;
  public final Map mentionFeatures;

  public DocumentExamples(int id, List examples,
      Map mentionFeatures) {
    this.id = id;
    this.examples = examples;
    this.mentionFeatures = mentionFeatures;
  }
}