Approaching Language Transfer through Text Classification
Explorations in the Detection-based Approach
Scott Jarvis editor Scott A Crossley editor
Format:Paperback
Publisher:Channel View Publications Ltd
Published:14th Mar '12
Currently unavailable, and unfortunately no date known when it will be back
This paperback is available in another edition too:
- Hardback£99.95(9781847696984)
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.
In this bold and pioneering interdisciplinary study, experts on SLA research, computational analysis and statistics collaborate to try to identify the L1 background of non-native writers. The result is a most impressive work which will take the field of crosslinguistic studies a long way forward. A MUST for all SLA researchers!
-- Håkan Ringbom, Emeritus Professor, Åbo Akademi University, FinlandThis is an articulate, comprehensive, and timely volume on a fascinating yet largely underexplored area. Jarvis and Crossley have produced an impressive collection of research-based evidence on language transfer using a corpus-based approach. The volume is a must-have for students, scholars, and practitioners interested in language transfer, corpus linguistics, forensic linguistics, text classification, second language writing, error analysis, and language assessment.
-- Pavel Trofimovich, Concordia University, CanadaThis book indeed opens a new path in the study of language transfer. The investigations brought together here combine the strengths of earlier work on transfer with those of two other fields, computational linguistics and corpus research, which have much to offer students and researchers interested in second language acquisition and multilingualism. There can be little doubt that the tools used in this seminal work will continue to offer important insights for a long time to come.
-- Terence Odlin, Ohio State University,ISBN: 9781847696977
Dimensions: 234mm x 156mm x 11mm
Weight: 336g
200 pages