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Approaching Language Transfer through Text Classification

Explorations in the Detection-based Approach

Jezik AngleščinaAngleščina
Knjiga Trda
Knjiga Approaching Language Transfer through Text Classification Scott Jarvis
Koda Libristo: 05102392
Založba Channel View Publications Ltd, marec 2012
Recent work has pointed to the need for a detection-based approach to transfer capable of discoverin... Celoten opis
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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.

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O knjigi

Polni naslov Approaching Language Transfer through Text Classification
Avtor Scott Jarvis
Jezik Angleščina
Vezava Knjiga - Trda
Datum izida 2012
Število strani 200
EAN 9781847696984
ISBN 1847696988
Koda Libristo 05102392
Teža 456
Mere 163 x 241 x 16
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