Natural Language Processing of Semitic Languages

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Zitouni, Imed (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
• Σειρά: Theory and Applications of Natural Language Processing,
• Θέματα: Computer science.; Computational linguistics.; Computer Science.; Language Translation and Linguistics.; Computational Linguistics.

Research in Natural Language Processing (NLP) has rapidly advanced in recent years, resulting in exciting algorithms for sophisticated processing of text and speech in various languages. Much of this work focuses on English; in this book we address another group of interesting and challenging langua...

Πίνακας περιεχομένων:

• Part I Natural Language Processing Core-Technologies
• 1.Linguistic Introduction: The Orthography, Morphology and Syntax of Semitic Languages. R.Fabri, M.Gasser, N. Habash, G. Kiraz and S.Wintner
• 2.Morphological Processing of Semitic Languages. S.Wintner
• 3.Syntax and Parsing of Semitic Languages. R. Tsarfaty
• 4.Semantic Processing of Semitic Languages. M. Diab and Y.Marton
• 5.Language Modeling. I. Heintz
• Part II Natural Language Processing Applications
• 6.Statistical Machine Translation. H. Hassan and K.Darwish
• 7.Named Entity Recognition. B.Mohit
• 8.Anaphora Resolution. K.M. Seddik and A. Farghaly
• 9.Relation Extraction. V. Castelli and I. Zitouni
• 10.Information Retrieval. K. Darwish
• 11.Question Answering. Y. Benajiba, P. Rosso, L. Abouenour, O. Trigui, K.Bouzoubaa and L.H. Belguith
• 12.Automatic Summarization
• L.H. Belguith, M. Ellouze, M.H. Maaloul, M. Jaoua, F. Kallel Jaoua and P. Blache
• 13.Automatic Speech Recognition. H. Soltau, G. Saon, L. Mangu, H-K.Kuo, B.Kingsbury, S. Chu and F. Biadsy.