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Chinkina, Maria; Ruiz, Simón; Meurers, Detmar – ReCALL, 2020
How can state-of-the-art computational linguistic technology reduce the workload and increase the efficiency of language teachers? To address this question, we combine insights from research in second language acquisition and computational linguistics to automatically generate text-based questions to a given text. The questions are designed to…
Descriptors: Computational Linguistics, Computer Assisted Testing, Computer Assisted Instruction, Second Language Instruction
Gaillat, Thomas; Simpkin, Andrew; Ballier, Nicolas; Stearns, Bernardo; Sousa, Annanda; Bouyé, Manon; Zarrouk, Manel – ReCALL, 2021
This paper focuses on automatically assessing language proficiency levels according to linguistic complexity in learner English. We implement a supervised learning approach as part of an automatic essay scoring system. The objective is to uncover Common European Framework of Reference for Languages (CEFR) criterial features in writings by learners…
Descriptors: Prediction, Rating Scales, English (Second Language), Second Language Learning