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Approaching Language Transfer through Text Classification

- Explorations in the Detection-based Approach
Engelsk Hardback

Approaching Language Transfer through Text Classification

- Explorations in the Detection-based Approach
Engelsk Hardback
Tjek vores konkurrenters priser

Recent work has pointed to the need for a detection-based approach to transfer capable of discovering elusive crosslinguistic effects through the use of human judges and computer classifiers that can learn to predict learners’ language backgrounds based on their patterns of language use. This book addresses that need. It details the nature of the detection-based approach, discusses how this approach fits into the overall scope of transfer research, and discusses the few previous studies that have laid the groundwork for this approach. The core of the book consists of five empirical studies that use computer classifiers to detect the native-language affiliations of texts written by foreign language learners of English. The results highlight combinations of language features that are the most reliable predictors of learners’ language backgrounds.

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Recent work has pointed to the need for a detection-based approach to transfer capable of discovering elusive crosslinguistic effects through the use of human judges and computer classifiers that can learn to predict learners’ language backgrounds based on their patterns of language use. This book addresses that need. It details the nature of the detection-based approach, discusses how this approach fits into the overall scope of transfer research, and discusses the few previous studies that have laid the groundwork for this approach. The core of the book consists of five empirical studies that use computer classifiers to detect the native-language affiliations of texts written by foreign language learners of English. The results highlight combinations of language features that are the most reliable predictors of learners’ language backgrounds.

Produktdetaljer
Sprog: Engelsk
Sider: 200
ISBN-13: 9781847696984
Indbinding: Hardback
Udgave:
ISBN-10: 1847696988
Kategori: Sprogtilegnelse
Udg. Dato: 14 mar 2012
Længde: 16mm
Bredde: 163mm
Højde: 241mm
Forlag: Channel View Publications Ltd
Oplagsdato: 14 mar 2012
Forfatter(e):
Forfatter(e)


Kategori Sprogtilegnelse


ISBN-13 9781847696984


Sprog Engelsk


Indbinding Hardback


Sider 200


Udgave


Længde 16mm


Bredde 163mm


Højde 241mm


Udg. Dato 14 mar 2012


Oplagsdato 14 mar 2012


Forlag Channel View Publications Ltd

Kategori sammenhænge