Language Technology

Module	Code	Semester	Type	Hours	Laboratories / Seminars	ECTS	Instructors
Language Technology	ΗΥ690	7	Specialisation H.I.	4	2L	5	Kermanidou K.

Description:

Computational Linguistics and Natural Language Processing. The features and properties of natural language. Morphological Processing. Regular Expressions. Finite State Automata and Finite State Transducers. Syntax. Grammar Development. Grammar Formalisms. The Chomsky Hierarchy. Parsing. Semantic Processing. Logical Form. Selectional restrictions. Semantic networks and Ontologies. Pragmatic Processing. Discourse Analysis. Anaphora Resolution. Part-of-speech tagging. Stochastic parsing. Grammar Induction. Word Sense Disambiguation. Natural Language Generation. Machine Translation. Information Extraction. The NLTK Natural Language Toolkit. Applications of Machine Learning in Language Technology.

Bibliography:

“Η μηχανική μετάφραση και η ελληνική γλώσσα”, Σταύρου Μ., Τζεβελέκου Μ., Ινστιτούτο Επεξεργασίας του Λόγου, Εκδόσεις Καστανιώτη, ISBN 960-03-2718-1, 2001
“Επίπεδα γλωσσικής ανάλυσης”, Παυλίδου Θ. Σ., Εκδόσεις ΙΝΣΤΙΤΟΥΤΟ ΝΕΟΕΛΛΗΝΙΚΩΝ ΣΠΟΥΔΩΝ, ISBN 978-960-231-132-5, 2008
“Speech and Language Processing”, Jurafsky D., Martin J., Pearson Prentice Hall, ISBN 978-0131873216, 2008
“Statistical Natural Language Processing”, Manning C., Schuetze H., MIT Press, ISBN 978-0262133609, 1999

Additional Material:

e-class

Back

Uncategorized

Log In