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Constrained Atomic Term: Widening the Reach of Rule Templates in Transformation Based Learning

Lecture notes in computer sciencePublished 1 January 2005
Cícero Nogueira dos Santos, Cláudia Oliveira
Citations14
SJR quartileQ2
SJR score0.35
SNIP0.55

TL;DR

A new model for TBL templates is presented, in which the basic unit, denominated here as an atomic term (AT), encodes a variable sized window and a test that precedes the capture of a feature’s value.

Abstract

Within the framework of Transformation Based Learning (TBL), the rule template is one of the most important elements in the learning process. This paper presents a new model for TBL templates, in which the basic unit, denominated here as an atomic term (AT), encodes a variable sized window and a test that precedes the capture of a feature's value. A case study of Portuguese NP identification is described and the experimental results obtained are presented.

Keywords

Computer Science