Example usage for opennlp.tools.cmdline.postag POSModelLoader POSModelLoader

Introduction

In this page you can find the example usage for opennlp.tools.cmdline.postag POSModelLoader POSModelLoader.

Prototype

public POSModelLoader() 

Source Link

Usage

From source file:NLP.java

public NLP() throws FileNotFoundException, IOException, URISyntaxException {
    itemsList = new HashMap<String, String>();

    String file = (new File(NLP.class.getProtectionDomain().getCodeSource().getLocation().toURI().getPath()))
            .toString();//from  ww w  .  j  a v a  2s.  c  o m
    String path = (new File(file).getParentFile().getPath()).toString();

    model = new POSModelLoader().load(new File(path + "\\fr-pos.bin"));
    perfMon = new PerformanceMonitor(System.err, "sent");
    tagger = new POSTaggerME(model);

    try (InputStream is = new FileInputStream(path + "\\fr-token.bin")) {
        tokenizer = new TokenizerME(new TokenizerModel(is));
    } catch (Exception e) {
        System.out.println(e);
    }
}

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From source file:com.geocode.service.impl.AddressServiceImpl.java

@PostConstruct
public void init() throws URISyntaxException {
    model = new POSModelLoader()
            .load(new File(this.getClass().getResource(basePath + "en-pos-maxent.bin").toURI()));
    tagger = new POSTaggerME(model);
    list.addAll(baseList);//w  w  w.ja va2 s.  co  m
    CounterHelper.readCounter();
}

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From source file:os.Controller.java

public static String POSTag(String a) throws IOException {
    POSModel model = new POSModelLoader().load(new File("en-pos-maxent.bin"));
    PerformanceMonitor perfMon = new PerformanceMonitor(System.err, "sent");
    POSTaggerME tagger = new POSTaggerME(model);

    ObjectStream<String> lineStream = new PlainTextByLineStream(new StringReader(a));

    perfMon.start();/* w  ww.j  av  a2  s . co m*/
    String line, result = "";
    while ((line = lineStream.read()) != null) {

        String whitespaceTokenizerLine[] = WhitespaceTokenizer.INSTANCE.tokenize(line);
        String[] tags = tagger.tag(whitespaceTokenizerLine);

        POSSample sample = new POSSample(whitespaceTokenizerLine, tags);
        result = result + sample.toString();

        perfMon.incrementCounter();
    }
    perfMon.stopAndPrintFinalResult();
    textList.add(result);
    return result;
}

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