PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Learning Finite State Machines
Colin de la Higuera
In: FSMNLP 2009, 18-21 Jul 2009, Pretoria, South Africa.

Abstract

The terms grammatical inference and grammar induction both seem to indicate that techniques aiming at building grammatical formalisms when given some information about a language are not concerned with automata or other finite state machines. This is far from true, and many of the more important results in grammatical inference rely heavily on automata formalisms, and particularly on determinism. We survey here some of the main ideas and results in the field.

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EPrint Type:Conference or Workshop Item (Tutorial)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Natural Language Processing
Theory & Algorithms
ID Code:6682
Deposited By:Colin de la Higuera
Deposited On:08 March 2010