Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter
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TY - CHAP
T1 - Automatic error tagging of spelling mistakes in learner corpora
AU - Rayson, Paul
AU - Baron, Alistair
PY - 2011
Y1 - 2011
N2 - Manual error tagging of learner corpus data is time consuming and createsa bottleneck in the analysis of learner corpora. This had led researchers toapply techniques from the area of natural language processing to assist in the automatic analysis of such data. This chapter presents the novel application of a hybrid approach to the detection of spelling errors in learner data. The Variant Detector (VARD) software was developed to match historical spelling variants to modern equivalents with the intention of improving the accuracy and robustness of corpus linguistics techniques when applied to historical corpora. Here, we describe its application to detect spelling errors in written learner corpora consisting of 50,000 words from each of three learner backgrounds (French, German and Spanish).
AB - Manual error tagging of learner corpus data is time consuming and createsa bottleneck in the analysis of learner corpora. This had led researchers toapply techniques from the area of natural language processing to assist in the automatic analysis of such data. This chapter presents the novel application of a hybrid approach to the detection of spelling errors in learner data. The Variant Detector (VARD) software was developed to match historical spelling variants to modern equivalents with the intention of improving the accuracy and robustness of corpus linguistics techniques when applied to historical corpora. Here, we describe its application to detect spelling errors in written learner corpora consisting of 50,000 words from each of three learner backgrounds (French, German and Spanish).
M3 - Chapter
SN - 978 90 272 0350 2
VL - 45
T3 - Studies in Corpus Linguistics
SP - 109
EP - 126
BT - A Taste for Corpora
A2 - Meunier, Fanny
A2 - De Cock, Sylvie
A2 - Gilquin, Gaëtanelle
A2 - Paquot, Magali
PB - John Benjamins
CY - Amsterdam
ER -