Text mining in education
The explosive growth of online education environments is generating a massive volume of
data, specially in text format from forums, chats, social networks, assessments, essays …
data, specially in text format from forums, chats, social networks, assessments, essays …
Scaling up intervention studies to investigate real-life foreign language learning in school
D Meurers, K De Kuthy, F Nuxoll… - Annual Review of …, 2019 - cambridge.org
Intervention studies typically target a focused aspect of language learning that is studied
over a relatively short time frame for a relatively small number of participants in a controlled …
over a relatively short time frame for a relatively small number of participants in a controlled …
A survey of current machine learning approaches to student free-text evaluation for intelligent tutoring
X Bai, M Stede - International Journal of Artificial Intelligence in …, 2023 - Springer
Recent years have seen increased interests in applying the latest technological innovations,
including artificial intelligence (AI) and machine learning (ML), to the field of education. One …
including artificial intelligence (AI) and machine learning (ML), to the field of education. One …
[PDF][PDF] Automated distractor and feedback generation for math multiple-choice questions via in-context learning
Multiple-choice questions (MCQs) are ubiquitous in almost all levels of education since they
are easy to administer, grade, and are a reliable form of assessment. An important aspect of …
are easy to administer, grade, and are a reliable form of assessment. An important aspect of …
Exploring automated distractor and feedback generation for math multiple-choice questions via in-context learning
Multiple-choice questions (MCQs) are ubiquitous in almost all levels of education since they
are easy to administer, grade, and are a reliable form of assessment. An important aspect of …
are easy to administer, grade, and are a reliable form of assessment. An important aspect of …
Parametrizable exercise generation from authentic texts: Effectively targeting the language means on the curriculum
T Heck, D Meurers - Proceedings of the 17th Workshop on …, 2022 - aclanthology.org
We present a parametrizable approach to exercise generation from authentic texts that
addresses the need for digital materials designed to practice the language means on the …
addresses the need for digital materials designed to practice the language means on the …
Using learning analytics for adaptive exercise generation
T Heck, D Meurers - Proceedings of the 18th Workshop on …, 2023 - aclanthology.org
Single Choice exercises constitute a central exercise type for language learning in a
learner's progression from mere implicit exposure through input enhancement to productive …
learner's progression from mere implicit exposure through input enhancement to productive …
[PDF][PDF] Automated distractor and feedback generation for math multiple-choice questions via in-context learning
WF Hunter McNichols - 2023 - par.nsf.gov
Multiple-choice questions (MCQs) are ubiquitous in almost all levels of education since they
are easy to administer, grade, and are a reliable form of assessment. An important aspect of …
are easy to administer, grade, and are a reliable form of assessment. An important aspect of …
Contribution of automated feedback to the English writing competence of distance foreign language learners
A Taskiran, M Yazici… - E-Learning and Digital …, 2024 - journals.sagepub.com
In recent years, automated feedback (AF) has greatly increased its applicability as a mean to
support development of English as a foreign language (EFL) learners' writing competence in …
support development of English as a foreign language (EFL) learners' writing competence in …
Education theories and AI affordances: Design and implementation of an intelligent computer assisted language learning system
Skepticism towards AI-powered education products is widespread among educators. One
reason for this skepticism is a perceived gap between what educators consider effective …
reason for this skepticism is a perceived gap between what educators consider effective …