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Scott Jarvis & Scott A. Crossley 
Approaching Language Transfer through Text Classification [EPUB ebook] 
Explorations in the Detection-based Approach

Ủng hộ

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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Mục lục

1 Scott Jarvis: The Detection-Based Approach: An Overview

2 Scott Jarvis, Gabriela Castañeda-Jiménez and Rasmus Nielsen: Detecting L2 Writers’ L1s on the Basis of their Lexical Styles

3 Scott Jarvis and Magali Paquot: Exploring the Role of N-Grams in L1 Identification

4 Scott A. Crossley and Danielle S. Mc Namara: Detecting the First Language of Second Language Writers Using Automated Indices of Cohesion, Lexical Sophistication, Syntactic Complexity, and Conceptual Knowledge

5 Yves Bestgen, Sylviane Granger and Jennifer Thewissen: Error Patterns and Automatic L1 Identification

6 Scott Jarvis, Yves Bestgen, Scott A. Crossley, Sylviane Granger, Magali Paquot, Jennifer Thewissen and Danielle S. Mc Namara: The Comparative and Combined Contributions of N-grams, Coh-Metrix Indices, and Error Types in the L1 Classification of Learner Texts

7 Scott A. Crossley: Detection-Based Approaches: Methods, Theories and Applications

Giới thiệu về tác giả

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.

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Ngôn ngữ Anh ● định dạng EPUB ● Trang 208 ● ISBN 9781847697004 ● Kích thước tập tin 5.5 MB ● Biên tập viên Scott Jarvis & Scott A. Crossley ● Nhà xuất bản Channel View Publications ● Thành phố Bristol ● Quốc gia GB ● Được phát hành 2012 ● Có thể tải xuống 24 tháng ● Tiền tệ EUR ● TÔI 2497035 ● Sao chép bảo vệ Adobe DRM
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