DocumentCode
3639664
Title
Effective natural language parsing with probabilistic grammars
Author
Paweł Skórzewski
Author_Institution
Adam Mickiewicz University, Faculty of Mathematics and Computer Science, ul. Umultowska 87, 61-614 Poznań
fYear
2010
Firstpage
501
Lastpage
504
Abstract
This paper presents an example of application of a PCFG parsing algorithm based on the A* search procedure in a machine translation system. We modified the existing CYK-based parser used in the machine translation system Translatica and applied the A* parsing algorithm in order to improve the performance of the parser.
Keywords
"Grammar","Probabilistic logic","Heuristic algorithms","Context","Viterbi algorithm","Natural languages","Computational linguistics"
Publisher
ieee
Conference_Titel
Computer Science and Information Technology (IMCSIT), Proceedings of the 2010 International Multiconference on
ISSN
2157-5525
Print_ISBN
978-1-4244-6432-6
Electronic_ISBN
2157-5533
Type
conf
DOI
10.1109/IMCSIT.2010.5679860
Filename
5679860
Link To Document