PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

LEARNING RIPPLE DOWN RULES FOR EFFICIENT LEMMATIZATION
Matjaz Jursic, Igor Mozetic and Nada Lavrac
In: IS 2007, 8-12 October 2007, Ljub ljana, Slovenia.

Abstract

The paper presents a system, LemmaGen, for learning Ripple Down Rules specialized for automatic generation of lemmatizers. The system was applied to 14 different lexicons and produced efficient lemmatizers for the corresponding languages. Its evaluation on the 14 lexicons shows that LemmaGen considerably outperforms the lemmatizers generated by the original RDR learning algorithm, both in terms of accuracy and efficiency

EPrint Type:Conference or Workshop Item (Paper)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Natural Language Processing
ID Code:3757
Deposited By:Dunja Mladenić
Deposited On:16 February 2008