Examples with TurkishMorphology zemberek.morphology.TurkishMorphology used on opensource projects

Example 36 with TurkishMorphology

use of zemberek.morphology.TurkishMorphology in project zemberek-nlp by ahmetaa.

the class BasicWordSpellingCheckAndSuggestion method main.

public static void main(String[] args) throws IOException {
    TurkishMorphology morphology = TurkishMorphology.createWithDefaults();
    TurkishSpellChecker spellChecker = new TurkishSpellChecker(morphology);
    Log.info("Check if written correctly.");
    String[] words = { "Ankara'ya", "Ankar'aya", "yapbileceksen", "yapabileceğinizden" };
    for (String word : words) {
        Log.info(word + " -> " + spellChecker.check(word));
    }
    Log.info();
    Log.info("Give suggestions.");
    String[] toSuggest = { "Kraamanda", "okumuştk", "yapbileceksen", "oukyamıyorum" };
    for (String s : toSuggest) {
        Log.info(s + " -> " + spellChecker.suggestForWord(s));
    }
}

Example 37 with TurkishMorphology

use of zemberek.morphology.TurkishMorphology in project zemberek-nlp by ahmetaa.

the class DistanceBasedStemmer method load.

public static DistanceBasedStemmer load(Path vector, Path distances, Path vocabFile) throws IOException {
    Log.info("Loading vector file.");
    List<WordVector> wordVectors = WordVector.loadFromBinary(vector);
    Map<String, WordVector> map = new HashMap<>(wordVectors.size());
    for (WordVector wordVector : wordVectors) {
        map.put(wordVector.word, wordVector);
    }
    Log.info("Loading distances.");
    DistanceList experiment = DistanceList.readFromBinary(distances, vocabFile);
    TurkishMorphology morphology = TurkishMorphology.createWithDefaults();
    return new DistanceBasedStemmer(map, experiment, morphology);
}

Example 38 with TurkishMorphology

use of zemberek.morphology.TurkishMorphology in project zemberek-nlp by ahmetaa.

the class StemmingAndLemmatization method main.

public static void main(String[] args) {
    TurkishMorphology morphology = TurkishMorphology.createWithDefaults();
    String word = "kutucuğumuz";
    Log.info("Word = " + word);
    Log.info("Results: ");
    WordAnalysis results = morphology.analyze(word);
    for (SingleAnalysis result : results) {
        Log.info(result.formatLong());
        Log.info("\tStems = " + result.getStems());
        Log.info("\tLemmas = " + result.getLemmas());
    }
}

Example 39 with TurkishMorphology

use of zemberek.morphology.TurkishMorphology in project zemberek-nlp by ahmetaa.

the class UseNer method main.

public static void main(String[] args) throws IOException {
    // assumes you generated a model in my-model directory.
    Path modelRoot = Paths.get("my-model");
    TurkishMorphology morphology = TurkishMorphology.createWithDefaults();
    PerceptronNer ner = PerceptronNer.loadModel(modelRoot, morphology);
    String sentence = "Ali Kaan yarın İstanbul'a gidecek.";
    NerSentence result = ner.findNamedEntities(sentence);
    List<NamedEntity> namedEntities = result.getNamedEntities();
    for (NamedEntity namedEntity : namedEntities) {
        System.out.println(namedEntity);
    }
}

Example 40 with TurkishMorphology

use of zemberek.morphology.TurkishMorphology in project zemberek-nlp by ahmetaa.

the class AmbiguityResolutionTests method issue157ShouldNotThrowNPE.

@Test
public void issue157ShouldNotThrowNPE() {
    String input = "Yıldız Kızlar Dünya Şampiyonası FIVB'nin düzenlediği ve 18 " + "yaşının altındaki voleybolcuların katılabildiği bir şampiyonadır.";
    TurkishMorphology morphology = TurkishMorphology.createWithDefaults();
    SentenceAnalysis analysis = morphology.analyzeAndDisambiguate(input);
    Assert.assertEquals(TurkishTokenizer.DEFAULT.tokenize(input).size(), analysis.size());
    for (SentenceWordAnalysis sentenceWordAnalysis : analysis) {
        String token = sentenceWordAnalysis.getWordAnalysis().getInput();
        SingleAnalysis an = sentenceWordAnalysis.getBestAnalysis();
        System.out.println(token + " = " + an.formatLong());
    }
}