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Morphology as an adaptive discriminative system

James P. Blevins

in Word and Paradigm Morphology

Published in print:
2016
Published Online:
November 2016
ISBN:
9780199593545
eISBN:
9780191761492
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199593545.003.0008
Subject:
Linguistics, Syntax and Morphology, Theoretical Linguistics

Classical WP models exploit the implicational structure of morphological systems but do not investigate the basis of this structure. Discriminative learning models based on the Resorla-Wagner ... More


Discriminative Learning under Covariate Shift with a Single Optimization Problem

Bickel Amir, Brückner Michael, and Scheffer Tobias

in Dataset Shift in Machine Learning

Published in print:
2008
Published Online:
August 2013
ISBN:
9780262170055
eISBN:
9780262255103
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262170055.003.0009
Subject:
Computer Science, Machine Learning

This chapter derives a discriminative model for learning under differing training and test distributions, and is organized as follows. Section 9.2 formalizes the problem setting. Section 9.3 reviews ... More


Word and Paradigm Morphology

James P. Blevins

Published in print:
2016
Published Online:
November 2016
ISBN:
9780199593545
eISBN:
9780191761492
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199593545.001.0001
Subject:
Linguistics, Syntax and Morphology, Theoretical Linguistics

This volume provides an introduction to word and paradigm (WP) models of morphology and the general perspectives on linguistic morphology that they embody. The recent revitalization of WP models is ... More


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