--- /dev/null
+package net.wpitchoune.pnews.classifier;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.logging.Logger;
+
+import edu.stanford.nlp.ie.crf.CRFClassifier;
+import edu.stanford.nlp.util.CoreMap;
+import edu.stanford.nlp.util.Triple;
+import net.wpitchoune.pnews.Config;
+
+/** https://stanfordnlp.github.io/CoreNLP/api.html */
+public class NamedEntityRecognizer {
+ private static final String CLASS_NAME = NamedEntityRecognizer.class.getName();
+ private static final Logger LOG = Logger.getLogger(CLASS_NAME);
+ private static final CRFClassifier<CoreMap> classifier = CRFClassifier.getDefaultClassifier();
+
+ public static List<String> classify(String str, List<String> entities, Config config) throws ClassCastException, ClassNotFoundException, IOException {
+
+ List<Triple<String, Integer, Integer>> triples;
+ String w;
+ final String FUNCTION_NAME = "classify";
+
+ LOG.entering(CLASS_NAME, FUNCTION_NAME, str);
+
+ OpenNLP.classify(str, entities, config);
+
+ synchronized (classifier) {
+ triples = classifier.classifyToCharacterOffsets(str);
+ }
+
+ for (Triple<String, Integer, Integer> t: triples) {
+ w = str.substring(t.second, t.third);
+ if (!config.isBlacklistedEntity(w) && !entities.contains(w))
+ entities.add(config.getEntityAlias(w));
+ }
+
+ LOG.exiting(CLASS_NAME, FUNCTION_NAME, entities);
+
+ return entities;
+ }
+
+ public static void main(String[] args) throws Exception {
+ List<String> lst;
+
+ lst = classify("I live in Washington and New York in United States.", new ArrayList<>(), new Config());
+ for (String str: lst)
+ System.out.println(str);
+ }
+}
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