Examples with PosTagger com.joliciel.talismane.posTagger.PosTagger used on opensource projects

Example 1 with PosTagger

use of com.joliciel.talismane.posTagger.PosTagger in project talismane by joliciel-informatique.

the class TalismaneAPIExamples method example1.

/**
 * An example tokenising, pos-tagging and parsing a pre-existing sentence.
 */
public static void example1(String sessionId) throws Exception {
    String text = "Les amoureux qui se bécotent sur les bancs publics ont des petites gueules bien sympathiques.";
    // tokenise the text
    Tokeniser tokeniser = Tokeniser.getInstance(sessionId);
    TokenSequence tokenSequence = tokeniser.tokeniseText(text);
    // pos-tag the token sequence
    PosTagger posTagger = PosTaggers.getPosTagger(sessionId);
    PosTagSequence posTagSequence = posTagger.tagSentence(tokenSequence);
    System.out.println(posTagSequence);
    // parse the pos-tag sequence
    Parser parser = Parsers.getParser(sessionId);
    ParseConfiguration parseConfiguration = parser.parseSentence(posTagSequence);
    ParseTree parseTree = new ParseTree(parseConfiguration, true);
    System.out.println(parseTree);
}

Example 2 with PosTagger

use of com.joliciel.talismane.posTagger.PosTagger in project talismane by joliciel-informatique.

the class TalismaneAPIExamples method example2.

/**
 * Similar to example1, but begins with filtering and sentence detection.
 */
public static void example2(String sessionId) throws Exception {
    String text = "Les gens qui voient de travers pensent que les bancs verts qu'on voit sur les trottoirs " + "sont faits pour les impotents ou les ventripotents. " + "Mais c'est une absurdité, car, à la vérité, ils sont là, c'est notoire, " + "pour accueillir quelque temps les amours débutants.";
    RawText rawText = new RawText(text, true, sessionId);
    // issues (e.g. replace " with ")
    for (RawTextAnnotator filter : TalismaneSession.get(sessionId).getTextAnnotators()) {
        filter.annotate(rawText);
    }
    // retrieve the processed text after filters have been applied
    AnnotatedText processedText = rawText.getProcessedText();
    // detect sentences
    SentenceDetector sentenceDetector = SentenceDetector.getInstance(sessionId);
    sentenceDetector.detectSentences(processedText);
    // the detected sentences can be retrieved directly from the raw text
    // this allows annotations made on the sentences to get reflected in the
    // raw text
    List<Sentence> sentences = rawText.getDetectedSentences();
    for (Sentence sentence : sentences) {
        // assignment for a given word)
        for (SentenceAnnotator annotator : TalismaneSession.get(sessionId).getSentenceAnnotators()) {
            annotator.annotate(sentence);
        }
        // tokenise the text
        Tokeniser tokeniser = Tokeniser.getInstance(sessionId);
        TokenSequence tokenSequence = tokeniser.tokeniseSentence(sentence);
        // pos-tag the token sequence
        PosTagger posTagger = PosTaggers.getPosTagger(sessionId);
        PosTagSequence posTagSequence = posTagger.tagSentence(tokenSequence);
        System.out.println(posTagSequence);
        // parse the pos-tag sequence
        Parser parser = Parsers.getParser(sessionId);
        ParseConfiguration parseConfiguration = parser.parseSentence(posTagSequence);
        System.out.println(parseConfiguration);
        ParseTree parseTree = new ParseTree(parseConfiguration, true);
        System.out.println(parseTree);
    }
}