Where generative AI fits within and in addition to existing ai k12 education interactions: industry and research perspectives
X Miao, R Brooker, S Monroe - Machine Learning in Educational Sciences …, 2024 - Springer
Recent developments in Generative AI have led capital market, industry, and research
institutions to explore its education applications as solutions to K12 challenges. However …
institutions to explore its education applications as solutions to K12 challenges. However …
Mathdial: A dialogue tutoring dataset with rich pedagogical properties grounded in math reasoning problems
While automatic dialogue tutors hold great potential in making education personalized and
more accessible, research on such systems has been hampered by a lack of sufficiently …
more accessible, research on such systems has been hampered by a lack of sufficiently …
Bridging the novice-expert gap via models of decision-making: A case study on remediating math mistakes
Scaling high-quality tutoring remains a major challenge in education. Due to growing
demand, many platforms employ novice tutors who, unlike experienced educators, struggle …
demand, many platforms employ novice tutors who, unlike experienced educators, struggle …
Enhancing educational dialogue act classification with discourse context and sample informativeness
Automating the classification of instructional strategies from a large-scale online tutorial
dialogue corpus is indispensable to the design of dialogue-based intelligent tutoring …
dialogue corpus is indispensable to the design of dialogue-based intelligent tutoring …
Towards responsible development of generative AI for education: An evaluation-driven approach
A major challenge facing the world is the provision of equitable and universal access to
quality education. Recent advances in generative AI (gen AI) have created excitement about …
quality education. Recent advances in generative AI (gen AI) have created excitement about …
Tpe: Towards better compositional reasoning over conceptual tools with multi-persona collaboration
Large language models (LLMs) have demonstrated exceptional performance in planning
the use of various functional tools, such as calculators and retrievers, particularly in question …
the use of various functional tools, such as calculators and retrievers, particularly in question …
Strategize before teaching: A conversational tutoring system with pedagogy self-distillation
Conversational tutoring systems (CTSs) aim to help students master educational material
with natural language interaction in the form of a dialog. CTSs have become a key pillar in …
with natural language interaction in the form of a dialog. CTSs have become a key pillar in …
Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions
Intelligent tutoring systems (ITSs) that imitate human tutors and aim to provide immediate
and customized instructions or feedback to learners have shown their effectiveness in …
and customized instructions or feedback to learners have shown their effectiveness in …
Book2Dial: Generating Teacher-Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots
Educational chatbots are a promising tool for assisting student learning. However, the
development of effective chatbots in education has been challenging, as high-quality data is …
development of effective chatbots in education has been challenging, as high-quality data is …
Teach me how to improve my argumentation skills: A survey on feedback in argumentation
C Guerraoui, P Reisert, N Inoue, FS Mim… - arXiv preprint arXiv …, 2023 - arxiv.org
The use of argumentation in education has been shown to improve critical thinking skills for
end-users such as students, and computational models for argumentation have been …
end-users such as students, and computational models for argumentation have been …