Toward Automated Qualitative Analysis: Leveraging Large Language Models for Tutoring Dialogue Evaluation
Fuente:
arXiv
Saved in:
| Main Authors: | Gu, Megan, Zhao, Chloe Qianhui, Liu, Claire, Patel, Nikhil, Shah, Jahnvi, Lin, Jionghao, Koedinger, Kenneth R. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Leveraging Large Language Models for Identifying Knowledge Components
by: Wang, Canwen, et al.
Published: (2025)
by: Wang, Canwen, et al.
Published: (2025)
GPTutor: Great Personalized Tutor with Large Language Models for Personalized Learning Content Generation
by: Chen, Eason, et al.
Published: (2024)
by: Chen, Eason, et al.
Published: (2024)
Improving Automated Feedback Systems for Tutor Training in Low-Resource Scenarios through Data Augmentation
by: Xu, Chentianye, et al.
Published: (2025)
by: Xu, Chentianye, et al.
Published: (2025)
LLM-based Multimodal Feedback Produces Equivalent Learning and Better Student Perceptions than Educator Feedback
by: Zhao, Chloe Qianhui, et al.
Published: (2026)
by: Zhao, Chloe Qianhui, et al.
Published: (2026)
SlideItRight: Using AI to Find Relevant Slides and Provide Feedback for Open-Ended Questions
by: Zhao, Chloe Qianhui, et al.
Published: (2025)
by: Zhao, Chloe Qianhui, et al.
Published: (2025)
Using Large Language Models to Assess Tutors' Performance in Reacting to Students Making Math Errors
by: Kakarla, Sanjit, et al.
Published: (2024)
by: Kakarla, Sanjit, et al.
Published: (2024)
From First Draft to Final Insight: A Multi-Agent Approach for Feedback Generation
by: Cao, Jie, et al.
Published: (2025)
by: Cao, Jie, et al.
Published: (2025)
Assessing the Impact and Underlying Pathways of Sequenced AI feedback on Student Learning
by: Cao, Jie, et al.
Published: (2026)
by: Cao, Jie, et al.
Published: (2026)
AI Knows Best? The Paradox of Expertise, AI-Reliance, and Performance in Educational Tutoring Decision-Making Tasks
by: Chen, Eason, et al.
Published: (2025)
by: Chen, Eason, et al.
Published: (2025)
VTutor for High-Impact Tutoring at Scale: Managing Engagement and Real-Time Multi-Screen Monitoring with P2P Connections
by: Chen, Eason, et al.
Published: (2025)
by: Chen, Eason, et al.
Published: (2025)
Do Tutors Learn from Equity Training and Can Generative AI Assess It?
by: Thomas, Danielle R., et al.
Published: (2024)
by: Thomas, Danielle R., et al.
Published: (2024)
Comparing Few-Shot Prompting of GPT-4 LLMs with BERT Classifiers for Open-Response Assessment in Tutor Equity Training
by: Kakarla, Sanjit, et al.
Published: (2025)
by: Kakarla, Sanjit, et al.
Published: (2025)
Evaluating a Data-Driven Redesign Process for Intelligent Tutoring Systems
by: Lyu, Qianru, et al.
Published: (2026)
by: Lyu, Qianru, et al.
Published: (2026)
VTutor: An Animated Pedagogical Agent SDK that Provide Real Time Multi-Model Feedback
by: Chen, Eason, et al.
Published: (2025)
by: Chen, Eason, et al.
Published: (2025)
Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation
by: Han, Zifei FeiFei, et al.
Published: (2024)
by: Han, Zifei FeiFei, et al.
Published: (2024)
Automatic Large Language Models Creation of Interactive Learning Lessons
by: Lin, Jionghao, et al.
Published: (2025)
by: Lin, Jionghao, et al.
Published: (2025)
Combining Large Language Models with Tutoring System Intelligence: A Case Study in Caregiver Homework Support
by: Venugopalan, Devika, et al.
Published: (2024)
by: Venugopalan, Devika, et al.
Published: (2024)
An Integrated Platform for Studying Learning with Intelligent Tutoring Systems: CTAT+TutorShop
by: Aleven, Vincent, et al.
Published: (2025)
by: Aleven, Vincent, et al.
Published: (2025)
Not Everyone Wins with LLMs: Behavioral Patterns and Pedagogical Implications for AI Literacy in Programmatic Data Science
by: Ma, Qianou, et al.
Published: (2025)
by: Ma, Qianou, et al.
Published: (2025)
Does the TalkMoves Codebook Generalize to One-on-One Tutoring and Multimodal Interaction?
by: Focsan, Corina Luca, et al.
Published: (2026)
by: Focsan, Corina Luca, et al.
Published: (2026)
Simulating Novice Students Using Machine Unlearning and Relearning in Large Language Models
by: Song, Jiajia, et al.
Published: (2026)
by: Song, Jiajia, et al.
Published: (2026)
Ensembling Large Language Models to Characterize Affective Dynamics in Student-AI Tutor Dialogues
by: Zhang, Chenyu, et al.
Published: (2025)
by: Zhang, Chenyu, et al.
Published: (2025)
AutoTutor meets Large Language Models: A Language Model Tutor with Rich Pedagogy and Guardrails
by: Chowdhury, Sankalan Pal, et al.
Published: (2024)
by: Chowdhury, Sankalan Pal, et al.
Published: (2024)
How Can I Get It Right? Using GPT to Rephrase Incorrect Trainee Responses
by: Lin, Jionghao, et al.
Published: (2024)
by: Lin, Jionghao, et al.
Published: (2024)
Comparing RAG and GraphRAG for Page-Level Retrieval Question Answering on Math Textbook
by: Chen, Eason, et al.
Published: (2025)
by: Chen, Eason, et al.
Published: (2025)
AI Tutors vs. Tenacious Myths: Evidence from Personalised Dialogue Interventions in Education
by: Corbett, Brooklyn J., et al.
Published: (2025)
by: Corbett, Brooklyn J., et al.
Published: (2025)
Automated Bias Assessment in AI-Generated Educational Content Using CEAT Framework
by: Peng, Jingyang, et al.
Published: (2025)
by: Peng, Jingyang, et al.
Published: (2025)
A Multi-Agent Large Language Model Framework for Automated Qualitative Analysis
by: Xu, Qidi, et al.
Published: (2025)
by: Xu, Qidi, et al.
Published: (2025)
Does Multiple Choice Have a Future in the Age of Generative AI? A Posttest-only RCT
by: Thomas, Danielle R., et al.
Published: (2024)
by: Thomas, Danielle R., et al.
Published: (2024)
LeanTutor: Towards a Verified AI Mathematical Proof Tutor
by: Patel, Manooshree, et al.
Published: (2025)
by: Patel, Manooshree, et al.
Published: (2025)
Beyond Final Answers: Evaluating Large Language Models for Math Tutoring
by: Gupta, Adit, et al.
Published: (2025)
by: Gupta, Adit, et al.
Published: (2025)
Building Regulation Capacity in Human-AI Collaborative Learning: A Human-Centred GenAI System
by: Zhang, Yujing, et al.
Published: (2026)
by: Zhang, Yujing, et al.
Published: (2026)
VTutor: An Open-Source SDK for Generative AI-Powered Animated Pedagogical Agents with Multi-Media Output
by: Chen, Eason, et al.
Published: (2025)
by: Chen, Eason, et al.
Published: (2025)
Towards Actionable Pedagogical Feedback: A Multi-Perspective Analysis of Mathematics Teaching and Tutoring Dialogue
by: Naim, Jannatun, et al.
Published: (2025)
by: Naim, Jannatun, et al.
Published: (2025)
How Can I Improve? Using GPT to Highlight the Desired and Undesired Parts of Open-ended Responses
by: Lin, Jionghao, et al.
Published: (2024)
by: Lin, Jionghao, et al.
Published: (2024)
AI2T: Building Trustable AI Tutors by Interactively Teaching a Self-Aware Learning Agent
by: Weitekamp, Daniel, et al.
Published: (2024)
by: Weitekamp, Daniel, et al.
Published: (2024)
AI Conversational Tutors in Foreign Language Learning: A Mixed-Methods Evaluation Study
by: Avouris, Nikolaos
Published: (2025)
by: Avouris, Nikolaos
Published: (2025)
Leveraging LLM Tutoring Systems for Non-Native English Speakers in Introductory CS Courses
by: Molina, Ismael Villegas, et al.
Published: (2024)
by: Molina, Ismael Villegas, et al.
Published: (2024)
Informing Robot Wellbeing Coach Design through Longitudinal Analysis of Human-AI Dialogue
by: Shah, Keya, et al.
Published: (2026)
by: Shah, Keya, et al.
Published: (2026)
A Systematic Review on Prompt Engineering in Large Language Models for K-12 STEM Education
by: Chen, Eason, et al.
Published: (2024)
by: Chen, Eason, et al.
Published: (2024)
Similar Items
-
Leveraging Large Language Models for Identifying Knowledge Components
by: Wang, Canwen, et al.
Published: (2025) -
GPTutor: Great Personalized Tutor with Large Language Models for Personalized Learning Content Generation
by: Chen, Eason, et al.
Published: (2024) -
Improving Automated Feedback Systems for Tutor Training in Low-Resource Scenarios through Data Augmentation
by: Xu, Chentianye, et al.
Published: (2025) -
LLM-based Multimodal Feedback Produces Equivalent Learning and Better Student Perceptions than Educator Feedback
by: Zhao, Chloe Qianhui, et al.
Published: (2026) -
SlideItRight: Using AI to Find Relevant Slides and Provide Feedback for Open-Ended Questions
by: Zhao, Chloe Qianhui, et al.
Published: (2025)