Integrating Turkish Wordnet KeNet to Princeton WordNet: The case of one-to-many correspondences
| Autor: | Özge Bakay, Olcay Taner Yildiz, Ozlem Ergelen |
|---|---|
| Přispěvatelé: | Işık Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü, Işık University, Faculty of Engineering, Department of Computer Engineering, Yıldız, Olcay Taner |
| Jazyk: | angličtina |
| Rok vydání: | 2019 |
| Předmět: |
One-to-many mapping
Turkish senses Turkish Computer science Multilingual network WordNet One-to-many English-to-Turkish Ontology (information science) Word sense computer.software_genre Semantics Turkish-to-English Interlingual relations Intelligent systems Multilingual wordnets Specific properties Language translation business.industry KeNet Ontology Natural language processing Synsets Wordnet Intelligent decision support system Text analysis language.human_language Natural language processing systems Mapping language Turkish wordnet KeNet Artificial intelligence Semantic relations business computer Princeton WordNet |
| Popis: | In this paper, we introduce a novel approach of forming interlingual relations between multilingual wordnets. We have mapped Turkish senses in KeNet with their corresponding senses in Princeton WordNet by drawing one-To-many correspondences. As a result of language-specific properties, one synset in one language is matched with multiple synsets in the other language in some cases. Our method of integrating KeNet into a multilingual network also included mapping the most frequent 5000 senses in English with their equivalent senses in Turkish. What we demonstrate is that one-To-many interlingual correspondances are necessary to include in mappings both from Turkish-To-English and English-To-Turkish. Furthermore, one-To-many mappings give us insights into the semantic relations to be constructed in Turkish, such as hypernymy. Publisher's Version |
| Databáze: | OpenAIRE |
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