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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.pipeline;
import java.io.File;
import java.io.IOException;
import java.io.InputStream;
import java.io.Reader;
/**
* Creates a annotation from an input source
*
* @author Angel Chang
*/
public interface AnnotationCreator {
public Annotation createFromText(String text) throws IOException;
public Annotation createFromFile(String filename) throws IOException;
public Annotation createFromFile(File file) throws IOException;
public Annotation create(InputStream stream) throws IOException;
public Annotation create(InputStream stream, java.lang.String encoding) throws IOException;
public Annotation create(Reader reader) throws IOException;
}