code: package zemberek.keyphrase;
  
  import com.google.common.collect.Sets;
  import com.google.common.io.Resources;
  import java.io.File;
  import java.io.IOException;
  import java.nio.charset.StandardCharsets;
  import java.nio.file.Files;
  import java.nio.file.Path;
  import java.util.ArrayList;
  import java.util.HashSet;
  import java.util.LinkedHashSet;
  import java.util.List;
  import java.util.Set;
  import zemberek.core.turkish.PrimaryPos;
  import zemberek.morphology.TurkishMorphology;
  import zemberek.morphology.lexicon.DictionaryItem;
  import zemberek.morphology.lexicon.RootLexicon;
  import zemberek.core.turkish.Turkish;
  
  public class TurkishStopWords {
  
    public static TurkishStopWords DEFAULT = Languages.TR.instance;
    private Set<String> stopWords;
  
    TurkishStopWords(Set<String> stopWords) {
      this.stopWords = stopWords;
    }
  
    private static TurkishStopWords turkish() throws IOException {
      Path path = new File(Resources.getResource("stop-words.tr.txt").getFile()).toPath();
      return new TurkishStopWords(
          new LinkedHashSet<>((Files.readAllLines(path, StandardCharsets.UTF_8))));
    }
  
    static TurkishStopWords loadFromPath(Path wordList) throws IOException {
      return new TurkishStopWords(
          new LinkedHashSet<>(Files.readAllLines(wordList, StandardCharsets.UTF_8)));
    }
  
    static TurkishStopWords generateFromDictionary() throws IOException {
      Set<PrimaryPos> pos = Sets.newHashSet(
          PrimaryPos.Adverb,
          PrimaryPos.Conjunction,
          PrimaryPos.Determiner,
          PrimaryPos.Interjection,
          PrimaryPos.PostPositive,
          PrimaryPos.Numeral,
          PrimaryPos.Pronoun,
          PrimaryPos.Question
      );
  
      TurkishMorphology morphology = TurkishMorphology.createWithDefaults();
      Set<String> set = new HashSet<>();
      RootLexicon lexicon = morphology.getLexicon();
      for (DictionaryItem item : lexicon) {
        if (pos.contains(item.primaryPos)) {
          set.add(item.lemma);
        }
      }
      List<String> str = new ArrayList<>(set);
      str.sort(Turkish.STRING_COMPARATOR_ASC);
      return new TurkishStopWords(new LinkedHashSet<>(str));
    }
  
    public void save(Path path) throws IOException {
      List<String> str = new ArrayList<>(stopWords);
      str.sort(Turkish.STRING_COMPARATOR_ASC);
      Files.write(path, str, StandardCharsets.UTF_8);
    }
  
    public boolean contains(String s) {
      return stopWords.contains(s);
    }
  
    enum Languages {
      TR;
  
      TurkishStopWords instance;
  
      Languages() {
        try {
          instance = turkish();
        } catch (IOException e) {
          e.printStackTrace();
        }
      }
    }
  }
  