TallVocabL2Fi : A Tall Dataset of 15 Finnish L2 Learners’ Vocabulary
Robertson, F., Chang, L.-H., & Söyrinki, S. (2022). TallVocabL2Fi : A Tall Dataset of 15 Finnish L2 Learners’ Vocabulary. In N. Calzolari, F. Béchet, P. Blache, K. Choukri, C. Cieri, T. Declerck, S. Goggi, H. Isahara, B. Maegaard, J. Mariani, H. Mazo, J. Odijk, & S. Piperidis (Eds.), LREC 2022 : Proceedings of the 13th Conference on Language Resources and Evaluation. European Language Resources Association. LREC proceedings. https://aclanthology.org/2022.lrec-1.685/
Julkaistu sarjassa
LREC proceedingsToimittajat
Päivämäärä
2022Oppiaine
Collective IntelligenceKoulutusteknologia ja kognitiotiedeCollective IntelligenceLearning and Cognitive SciencesTekijänoikeudet
© European Language Resources Association (ELRA)
2023:65 | 2024:117 | 2025:12
Previous work concerning measurement of second language learners has tended to focus on the knowledge of small numbers of words, often geared towards measuring vocabulary size. This paper presents a “tall” dataset containing information about a few learners’ knowledge of many words, suitable for evaluating Vocabulary Inventory Prediction (VIP) techniques, including those based on Computerised Adaptive Testing (CAT). In comparison to previous comparable datasets, the learners are from varied backgrounds, so as to reduce the risk of overfitting when used for machine learning based VIP. The dataset contains both a self-rating test and a translation test, used to derive a measure of reliability for learner responses. The dataset creation process is documented, and the relationship between variables concerning the participants, such as their completion time, their language ability level, and the triangulated reliability of their self-assessment responses, are analysed. The word list is constructed by taking into account the extensive derivation morphology of Finnish, and infrequent words are included in order to account for explanatory variables beyond word frequency
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Julkaisija
European Language Resources AssociationEmojulkaisun ISBN
979-10-95546-72-6Konferenssi
International Conference on Language Resources and EvaluationKuuluu julkaisuun
LREC 2022 : Proceedings of the 13th Conference on Language Resources and EvaluationISSN Hae Julkaisufoorumista
2522-2686Asiasanat
Alkuperäislähde
https://aclanthology.org/2022.lrec-1.685/Julkaisu tutkimustietojärjestelmässä
https://converis.jyu.fi/converis/portal/detail/Publication/164825969
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