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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


Bayes, Rationality, and Rashionality

Vsevolod Kapatsinski

in Changing Minds Changing Tools: From Learning Theory to Language Acquisition to Language Change

Published in print:
2018
Published Online:
September 2019
ISBN:
9780262037860
eISBN:
9780262346313
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262037860.003.0005
Subject:
Psychology, Cognitive Psychology

This chapter reviews the main ideas of Bayesian approaches to learning, compared to associationist approaches. It reviews and discusses Bayesian criticisms of associationist learning theory. In ... More


Discriminative Phrase Selection for SMT

Jesús Giménez and Lluís Màrquez

in Learning Machine Translation

Published in print:
2008
Published Online:
August 2013
ISBN:
9780262072977
eISBN:
9780262255097
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262072977.003.0011
Subject:
Computer Science, Machine Learning

This chapter explores the application of discriminative learning to the problem of phrase selection in statistical machine translation (SMT). The chapter is organized as follows. Section 11.2 ... 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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