Yukio Tono - Academia.edu (original) (raw)
Papers by Yukio Tono
JACET全国大会要綱, Sep 10, 2001
Studies in corpus linguistics, Dec 2, 2016
Proceedings of the 11th EURALEX International Congress, 2004
ARELE: Annual Review of English Language Education in Japan, 1995
John Benjamins Publishing Company eBooks, 2013
This study reports on a new approach in semi-automatic error annotation and criterial feature ext... more This study reports on a new approach in semi-automatic error annotation and criterial feature extraction from learner corpora. Parallel learner corpora, a set of original learner writings and their proofread counterparts, were processed using edit distance to automatically identify surface taxonomy errors, which were then statistically analysed to produce language features which serve as criterial for a particular language proficiency level. Two case studies will report on different statistical and machine learning techniques; a clustering technique called variability-based neighbour clustering and ensemble learning called random forest . The results of the two case studies show that using edit distance over parallel learner corpora is a promising direction for annotating a large quantity of learner data with minimum manual annotation work, and both statistical techniques were found to be effective in identifying criterial features from learner corpora. Some theoretical and methodological issues are discussed for further research.
International Journal of Lexicography, Feb 9, 2011
John Benjamins Publishing Company eBooks, 2004
... This proved to be an efficient means of study-ing verb SFs. The Comlex Lexicon (Macleod et al... more ... This proved to be an efficient means of study-ing verb SFs. The Comlex Lexicon (Macleod et al. 1996; Grishman et al. ... 2. http://www. fltr. ucl. ac. be/fltr/germ/etan/cecl/Cecl-Projects/Icle/locnessl. htm (visited 10. 5. 2004) 3. IPAL is a machine-readable Japanese dictionary. ...
Lexicography, Jun 24, 2014
Tokyo University of Foreign Studies, 2012
CEFR journal, May 20, 2019
De Gruyter eBooks, Dec 31, 2001
JACET全国大会要綱, Sep 10, 2001
Studies in corpus linguistics, Dec 2, 2016
Proceedings of the 11th EURALEX International Congress, 2004
ARELE: Annual Review of English Language Education in Japan, 1995
John Benjamins Publishing Company eBooks, 2013
This study reports on a new approach in semi-automatic error annotation and criterial feature ext... more This study reports on a new approach in semi-automatic error annotation and criterial feature extraction from learner corpora. Parallel learner corpora, a set of original learner writings and their proofread counterparts, were processed using edit distance to automatically identify surface taxonomy errors, which were then statistically analysed to produce language features which serve as criterial for a particular language proficiency level. Two case studies will report on different statistical and machine learning techniques; a clustering technique called variability-based neighbour clustering and ensemble learning called random forest . The results of the two case studies show that using edit distance over parallel learner corpora is a promising direction for annotating a large quantity of learner data with minimum manual annotation work, and both statistical techniques were found to be effective in identifying criterial features from learner corpora. Some theoretical and methodological issues are discussed for further research.
International Journal of Lexicography, Feb 9, 2011
John Benjamins Publishing Company eBooks, 2004
... This proved to be an efficient means of study-ing verb SFs. The Comlex Lexicon (Macleod et al... more ... This proved to be an efficient means of study-ing verb SFs. The Comlex Lexicon (Macleod et al. 1996; Grishman et al. ... 2. http://www. fltr. ucl. ac. be/fltr/germ/etan/cecl/Cecl-Projects/Icle/locnessl. htm (visited 10. 5. 2004) 3. IPAL is a machine-readable Japanese dictionary. ...
Lexicography, Jun 24, 2014
Tokyo University of Foreign Studies, 2012
CEFR journal, May 20, 2019
De Gruyter eBooks, Dec 31, 2001
CEFR Journal – Research and Practice (Volume 1), 2019
The Japan Association for Language Teaching (JALT) CEFR & Language Portfolio SIG (CEFR & LP SIG) ... more The Japan Association for Language Teaching (JALT) CEFR & Language Portfolio SIG (CEFR & LP SIG) started this online open-access peer review journal on all things CEFR (Common European Framework of Reference for languages) and ELP (European Language Portfolio) in May 2019. A fascinating new bottom-up journal for all professionals and students in the field. Take a closer look.