Typological Features for Multilingual Delexicalised Dependency Parsing
| Autor: | Franck Dary, Manon Scholivet, Alexis Nasr, Carlos Ramisch, Benoit Favre |
|---|---|
| Přispěvatelé: | Traitement Automatique du Langage Ecrit et Parlé (TALEP), Laboratoire d'Informatique et Systèmes (LIS), Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS) |
| Rok vydání: | 2019 |
| Předmět: |
Parsing
Computer science business.industry 02 engineering and technology computer.software_genre Syntax [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing 03 medical and health sciences TheoryofComputation_MATHEMATICALLOGICANDFORMALLANGUAGES 0302 clinical medicine Dependency grammar Universal grammar 030221 ophthalmology & optometry 0202 electrical engineering electronic engineering information engineering [INFO]Computer Science [cs] 020201 artificial intelligence & image processing Artificial intelligence business computer Natural language processing |
| Zdroj: | NAACL-HLT (1) Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Jun 2019, Minneapolis, United States. pp.3919-3930, ⟨10.18653/v1/N19-1393⟩ |
| DOI: | 10.18653/v1/n19-1393 |
| Popis: | International audience; The existence of universal models to describe the syntax of languages has been debated for decades. The availability of resources such as the Universal Dependencies treebanks and the World Atlas of Language Structures make it possible to study the plausibility of universal grammar from the perspective of dependency parsing. Our work investigates the use of high-level language descriptions in the form of typological features for multilingual dependency parsing. Our experiments on multilingual parsing for 40 languages show that typo-logical information can indeed guide parsers to share information between similar languages beyond simple language identification. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|