Title :
A morphological generator for Kannada based on finite state transducers
Author :
Melinamath, Bhuvaneshwari C. ; Mallikarjunmath, A.G.
Author_Institution :
Dept. of Comput. Sci., B.L.D.E.A.´´s Eng. Coll. & Tech, Bijapur, India
Abstract :
We present morphological generator for Kannada Language. Our work is novel in that it explicitly addresses the need for processing the morphology of the language. This system performs generation of inflected forms given root+pattern+features representation. It has separate orthographic representations, it allows for combining morphemes at different levels. Morphological analyzers and generators are essential parts of many natural-language processing systems such as machine translation (MAT). They may be efficiently implemented using finite state transducers. We have obtained more than 90% result for nouns and around 85% for verbs.
Keywords :
finite state machines; language translation; natural language processing; Kannada language; finite state transducers; machine translation; morphological analyzer; morphological generators; natural language processing system; orthographic representatios; Computational linguistics; Dictionaries; Generators; Morphology; Pragmatics; Surface morphology; Transducers; CILL; FST; MAT; NLP;
Conference_Titel :
Electronics Computer Technology (ICECT), 2011 3rd International Conference on
Conference_Location :
Kanyakumari
Print_ISBN :
978-1-4244-8678-6
Electronic_ISBN :
978-1-4244-8679-3
DOI :
10.1109/ICECTECH.2011.5941613