Is chatgpt a good teacher coach? measuring zero-shot performance for scoring and providing actionable insights on classroom instruction

RE Wang, D Demszky - arXiv preprint arXiv:2306.03090, 2023 - arxiv.org
Coaching, which involves classroom observation and expert feedback, is a widespread and
fundamental part of teacher training. However, the majority of teachers do not have access …

Mathdial: A dialogue tutoring dataset with rich pedagogical properties grounded in math reasoning problems

J Macina, N Daheim, SP Chowdhury, T Sinha… - arXiv preprint arXiv …, 2023 - arxiv.org
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 …

Measuring conversational uptake: A case study on student-teacher interactions

D Demszky, J Liu, Z Mancenido, J Cohen, H Hill… - arXiv preprint arXiv …, 2021 - arxiv.org
In conversation, uptake happens when a speaker builds on the contribution of their
interlocutor by, for example, acknowledging, repeating or reformulating what they have said …

Step-by-Step Remediation of Students' Mathematical Mistakes

RE Wang, Q Zhang, C Robinson, S Loeb… - arXiv preprint arXiv …, 2023 - arxiv.org
Scaling high-quality tutoring is a major challenge in education. Because of the growing
demand, many platforms employ novice tutors who, unlike professional educators, struggle …

The NCTE transcripts: A dataset of elementary math classroom transcripts

D Demszky, H Hill - arXiv preprint arXiv:2211.11772, 2022 - arxiv.org
Classroom discourse is a core medium of instruction-analyzing it can provide a window into
teaching and learning as well as driving the development of new tools for improving …

Bridging the novice-expert gap via models of decision-making: A case study on remediating math mistakes

R Wang, Q Zhang, C Robinson, S Loeb… - Proceedings of the …, 2024 - aclanthology.org
Scaling high-quality tutoring remains a major challenge in education. Due to growing
demand, many platforms employ novice tutors who, unlike experienced educators, struggle …

Teacher effectiveness and classroom composition: Understanding match effects in the classroom

E Aucejo, P Coate, JC Fruehwirth, S Kelly… - The Economic …, 2022 - academic.oup.com
This paper provides evidence of match effects in the teacher labour market by considering
how teacher effectiveness varies by classroom composition. We combine random …

“Beautiful work, you're rock stars!”: Teacher analytics to uncover discourse that supports or undermines student motivation, identity, and belonging in classrooms

N Hunkins, S Kelly, S D'Mello - Lak22: 12th international learning …, 2022 - dl.acm.org
From carefully crafted messages to flippant remarks, warm expressions to unfriendly grunts,
teachers' behaviors set the tone, expectations, and attitudes of the classroom. Thus, it is …

Engagement, achievement, and teacher classroom practices in mathematics: Insights from TIMSS 2011 and PISA 2012

Y Zhang, S Russell, S Kelly - Studies in Educational Evaluation, 2022 - Elsevier
This article examines a multidimensional conceptualization of engagement and how it is
related to achievement outcomes and teacher classroom practices in mathematics …

[HTML][HTML] Automatic classification of activities in classroom videos

JK Foster, M Korban, P Youngs, GS Watson… - … and Education: Artificial …, 2024 - Elsevier
Classroom videos are a common source of data for educational researchers studying
classroom interactions as well as a resource for teacher education and professional …