Approaching Language Transfer through Text Classification : Explorations in the Detection-based Approach
Language: English
Published by Multilingual Matters, 2012
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
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nach der Bestellung gedruckt Neuware - Printed after ordering - 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.
Seller Inventory # 9781847696977
- Title
- Approaching Language Transfer through Text Classification : Explorations in the Detection-based Approach
- Author
- Scott A. Crossley
- Publisher
- Multilingual Matters
- Publication year
- 2012
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 184769697X
- ISBN 13
- 9781847696977
- Item weight
- 310 grams
- Dimensions
- 234x156x11 mm
- Series
- Book 68 of 188: Second Language Acquisition
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.
"Synopsis" may belong to another edition of this title.
About the Author
Scott Jarvis is Professor of Linguistics at the University of Utah, USA. His areas of research include crosslinguistic influence and lexical diversity. He is the co-editor (with Scott Crossley) of Approaching Language Transfer through Text Classification (2012).
Scott A. Crossley is an Assistant Professor at Georgia State University. His work involves the application of natural language processing theories and approaches for investigating second language acquisition, text readability, and writing proficiency. His current research interests include lexical proficiency, writing quality, and text coherence and processing.
"About the title" may belong to another edition of this title.
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