Thomas Gaillat
List of John Benjamins publications for which Thomas Gaillat plays a role.
Articles
2022 Investigating the scopes of textual metrics for learner level discrimination and learner analytics Complexity, Accuracy and Fluency in Learner Corpus Research, Leńko-Szymańska, Agnieszka and Sandra Götz (eds.), pp. 21–50 | Chapter
This chapter investigates the linguistic interpretation of complexity metrics in L2 proficiency assessment. By analysing 84 formulas of metrics linked to lexical diversity, readability and syntactic complexity, we identify a taxonomy of their underlying linguistic scopes. These metrics are… read more
2020 Machine learning for learner English: A plea for creating learner data challenges International Journal of Learner Corpus Research 6:1, pp. 72–103 | Article
This paper discusses machine learning techniques for the prediction of Common European Framework of Reference (CEFR) levels in a learner corpus. We summarise the CAp 2018 Machine Learning (ML) competition, a classification task of the six CEFR levels, which map linguistic competence in a foreign… read more