Authors: Isabel Molnar, Peiyu Li, Si Chen, Sugana Chawla, James Lang, Ronald Metoyer, Ting Hua, Nitesh V. Chawla Year: 2026 Venue: arXiv (cs.AI)
Summary
Pedagogically grounded chatbot for instructor PD. Data-centric pipeline extracts pedagogical rules + synthetic dialogue fine-tuning. Outperforms GPT-4o mini on clarity/reflectiveness/responsiveness.
Key Contributions
Pedagogically grounded chatbot for instructor PD. Data-centric pipeline extracts pedagogical rules + synthetic dialogue fine-tuning. Outperforms GPT-4o mini on clarity/reflectiveness/responsiveness.
Connections
Related Pages
- ai-tpack-teacher-multi-agent-workflow — Differentiated scaffolding for teacher archetypes designing multi-agent workflows
- didactical-teacher-assistant-dimensional-modeling — Encoding tutoring strategy in an explicit didactic layer (rather than implicit LLM prompting) makes
Citation
Isabel Molnar et al. (2026). TeachingCoach: A Fine-Tuned Scaffolding Chatbot for Instructional Guidance to Instructors. arXiv:2603.18189. cs.AI.