Opportunities and challenges in neural dialog tutoring

J Macina, N Daheim, L Wang, T Sinha, M Kapur… - arXiv preprint arXiv …, 2023 - arxiv.org
Designing dialog tutors has been challenging as it involves modeling the diverse and
complex pedagogical strategies employed by human tutors. Although there have been …

Text mining applied to distance higher education: A systematic literature review

P Takaki, ML Dutra - Education and Information Technologies, 2024 - Springer
Much of the data produced and consumed by students, teachers, and educational managers
is in textual format. Text Mining (TM) and Natural Language Processing (NLP) have been …

The TalkMoves dataset: K-12 mathematics lesson transcripts annotated for teacher and student discursive moves

A Suresh, J Jacobs, C Harty, M Perkoff… - arXiv preprint arXiv …, 2022 - arxiv.org
Transcripts of teaching episodes can be effective tools to understand discourse patterns in
classroom instruction. According to most educational experts, sustained classroom …

Mind the Gap between the Application Track and the Real World

A Ganesh, J Cao, EM Perkoff, R Southwell… - Proceedings of the …, 2023 - aclanthology.org
Recent advances in NLP have led to a rise in inter-disciplinary and application-oriented
research. While this demonstrates the growing real-world impact of the field, research …

Automating Feedback to Improve Teachers' Effective Use of Instructional Discourse in K-12 Mathematics Classrooms

A Suresh - 2022 - search.proquest.com
Over the past decade, robust literature focused on teacher “talk moves” that promote student
argumentation has emerged, especially in mathematics education. Teachers and students …

. Utilizing Talk Moves to Develop Secondary Stage Students' EFL Speaking Performance and Reduce Their Anxiety

SHA Abdelaziz - مجلة القراءة والمعرفة, 2024‎ - journals.ekb.eg
The current study aimed at investigating the effect of talk moves strategy on developing first
year secondary stage student's speaking performance skills and reducing their speaking …