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Books > Language & Literature > Language & linguistics > Semantics (meaning) > Lexicography
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Approaching Language Transfer through Text Classification - Explorations in the Detection-based Approach (Paperback)
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Approaching Language Transfer through Text Classification - Explorations in the Detection-based Approach (Paperback)
Series: Second Language Acquisition
Expected to ship within 10 - 15 working days
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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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