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Exploring Multi-Word Combinations as Measures of Linguistic Accuracy in Second Language Writing

Published online by Cambridge University Press:  29 December 2020

By
Charlene Polio  and
Hyung-Jo Yoon
Edited by
Bert Le Bruyn  and
Magali Paquot
Bert Le Bruyn
Affiliation:
UIL-OTS, Utrecht University
Magali Paquot
Affiliation:
FNRS – Centre for English Corpus Linguistics, UCLouvain
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Summary

While written language development involves reducing erroneous expressions, traditional error-based measures are problematic for several reasons, including low inter-coder reliability for lexical errors, limited sensitivity for capturing development within a short time period, and the questionable separation of lexical and grammatical errors. Given these problems, we explore automated accuracy measures rooted in a usage-based theory of Second Language Acquisition, which views language as a set of constructions or chunks. For this study, we examined 139 essays in terms of using traditional measures of complexity, accuracy, lexical sophistication, and fluency, as well as novel corpus-based n-gram measures. A factor analysis was conducted to explore how traditional measures grouped with corpus-based measures, and regression analyses were used to examine how corpus-based measures predicted error counts and holistic accuracy scores. With the results of these analyses, we suggest that automated n-gram based measures are a viable alternative to traditional accuracy measures.

Keywords

accuracyn-gramsautomated analysis of writingusage-based approacheserrors
Type
Chapter
Information
Learner Corpus Research Meets Second Language Acquisition , pp. 96 - 121
Publisher: Cambridge University Press
Print publication year: 2021

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