PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Children as Models for Computers : Natural Language Acquisition for Machine Learning
Leonor Becerra and María Dolores Jiménez-López
ICAART 2011 - Proceedings of 3rd International Conference on Agents and Artificial Intelligence 2011.

Abstract

This paper focuses on a subfield of machine learning, the so-called grammatical inference. Roughly speaking, grammatical inference deals with the problem of inferring a grammar that generates a given set of sample sentences in some manner that is supposed to be realized by some inference algorithm. We discuss how the analysis and formalization of the main features of the process of human natural language acquisition may improve results in the area of grammatical inference.

EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Natural Language Processing
ID Code:7566
Deposited By:Leonor Becerra
Deposited On:17 March 2011