Generative AI in Education

Overview

This field studies how generative AI can assist learners and educators, from tutoring and writing feedback to lesson, quiz, and multimedia creation. Common approaches include retrieval-augmented generation grounded in course materials, pedagogically guided prompts and agents, and personalized support based on learner progress, often with teachers reviewing outputs. Researchers assess these systems through classroom trials, learning and transfer measures, interaction analysis, and benchmarks for pedagogical quality, accuracy, and safety. A central tension is that AI can improve task performance and access to help without necessarily building durable understanding or learner agency, while reliability, bias, privacy, and academic integrity remain open concerns.

Latest papers

CardsList

289 papers13 papers in the last four weeks, down 41% on the four weeks before. 0.1% of all new papers.

  1. Data-Driven Hints in Intelligent Tutoring Systems

    Mar 7, 2026Sutapa Dey Tithi, Kimia Fazeli, Dmitri Droujkov +3Intelligent Tutoring SystemsGenerative AI in Education

  2. SuperSkillsStack: Agency, Domain Knowledge, Imagination, and Taste in Human-AI Design Education

    Mar 7, 2026Qian Huang, King Wang PoonHuman-AI CollaborationHuman-AI Co-Creation

  3. The Trilingual Triad Framework: Integrating Design, AI, and Domain Knowledge in No-code AI Smart City Course

    Mar 5, 2026Qian Huang, King Wang PoonGenerative AI in EducationHuman-AI Collaboration

  4. Training for Technology: Adoption and Productive Use of Generative AI in Legal Analysis

    Mar 5, 2026Benjamin M. Chen, Hong BaoGenerative AI AdoptionGenerative AI in Education

  5. HACHIMI: Scalable and Controllable Student Persona Generation via Orchestrated Agents

    Mar 5, 2026Yilin Jiang, Fei Tan, Xuanyu Yin +2Synthetic Data Generation for Language ModelsGenerative AI in Education

  6. Stan: An LLM-based thermodynamics course assistant

    Mar 4, 2026Eric M. Furst, Vasudevan VenkateshwaranGenerative AI in Education

  7. STEM Faculty Perspectives on Generative AI in Higher Education

    Mar 4, 2026Akila de Silva, Isabel Hyo Jung Song, Hui Yang +1Higher EducationGenerative AI in Education

  8. Bridging Pedagogy and Play: Introducing a Language Mapping Interface for Human-AI Co-Creation in Educational Game Design

    Mar 4, 2026Daijin Yang, Erica Kleinman, Casper HarteveldEducational TechnologyHuman-AI Co-Creation

  9. Using Learning Progressions to Guide AI Feedback for Science Learning

    Mar 3, 2026Xin Xia, Nejla Yuruk, Yun Wang +1Educational Feedback GenerationGenerative AI in Education

  10. EduVQA: Towards Concept-Aware Assessment of Educational AI-Generated Videos

    Mar 3, 2026Baoliang Chen, Xinlong Bu, Hanwei Zhu +2Video Quality AssessmentVideo Generation Evaluation

  11. From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench

    Mar 3, 2026Weikang Shi, Houxing Ren, Junting Pan +8Generative AI in EducationIntelligent Tutoring Systems

  12. Exploring Teacher-Chatbot Interaction and Affect in Block-Based Programming

    Mar 2, 2026Bahare Riahi, Ally Limke, Xiaoyi Tian +8AI in EducationHuman-AI Interaction

  13. Demonstrating ViviDoc: Generating Interactive Documents through Human-Agent Collaboration

    Mar 2, 2026Yinghao Tang, Yupeng Xie, Yingchaojie Feng +2Human-AI CollaborationGenerative AI in Education

  14. From Feature-Based Models to Generative AI: Validity Evidence for Constructed Response Scoring

    Mar 1, 2026Jodi M. Casabianca, Daniel F. McCaffrey, Matthew S. Johnson +2Automated Essay ScoringEducational Assessment

  15. Science Literacy: Generative AI as Enabler of Coherence in the Teaching, Learning, and Assessment of Scientific Knowledge and Reasoning

    Mar 1, 2026Xiaoming Zhai, James W. Pellegrino, Matias Rojas +4Science EducationGenerative AI in Education

  16. Evaluating AI Grading on Real-World Handwritten College Mathematics: A Large-Scale Study Toward a Benchmark

    Mar 1, 2026Zhiqi Yu, Xingping Liu, Haobin Mao +4Automated GradingGenerative AI in Education

  17. How Motivation Relates to Generative AI Use: A Large-Scale Survey of Mexican High School Students

    Feb 26, 2026Echo Zexuan Pan, Danny Glick, Ying XuGenerative AI in Education

  18. GenAI Integration into Engineering Education: A Case Study of an Introductory Undergraduate Engineering Course

    Feb 26, 2026Kadir Kozan, Ozgur Keles, Sihan Jian +3Generative AI in EducationEducational Technology

  19. What Drives Students' Use of AI Chatbots? Technology Acceptance in Conversational AI

    Feb 24, 2026Griffin Pitts, Sanaz MotamediConversational AgentsGenerative AI in Education

  20. Can AI be a Teaching Partner? Evaluating ChatGPT, Gemini, and DeepSeek across Three Teaching Strategies

    Feb 24, 2026Talita de Paula Cypriano de Souza, Shruti Mehta, Matheus Arataque Uema +2AI in EducationGenerative AI in Education

  21. PedaCo-Gen: Scaffolding Pedagogical Agency in Human-AI Collaborative Video Authoring

    Feb 23, 2026Injun Baek, Yearim Kim, Nojun KwakHuman-AI Co-CreationGenerative AI in Education

  22. Mitigating "Epistemic Debt" in Generative AI-Scaffolded Novice Programming using Metacognitive Scripts

    Feb 22, 2026Sreecharan SankaranarayananGenerative AI in EducationAI in Education

  23. Chat-Based Support Alone May Not Be Enough: Comparing Conversational and Embedded LLM Feedback for Mathematical Proof Learning

    Feb 21, 2026Eason Chen, Sophia Judicke, Kayla Beigh +18AI in EducationIntelligent Tutoring Systems

  24. "How Do I ...?": Procedural Questions Predominate Student-LLM Chatbot Conversations

    Feb 20, 2026Alexandra Neagu, Marcus Messer, Peter Johnson +1Generative AI in EducationEducational Dialogue Systems

  25. ACE-TA: An Agentic Teaching Assistant for Grounded Q&A, Quiz Generation, and Code Tutoring

    Feb 20, 2026Himanshu Tripathi, Charlottee Crowell, Kaley Newlin +3Evidence-Grounded QAIntelligent Tutoring Systems

  26. Self-hosted Lecture-to-Quiz: Local LLM MCQ Generation with Deterministic Quality Control

    Feb 20, 2026Seine A. ShintaniMultiple-Choice Question GenerationGenerative AI in Education

  27. Corpus Prevalence of Multiple-Choice Question Options

    Feb 19, 2026Leonidas Zotos, Hedderik van Rijn, Malvina NissimMultiple-Choice Question AnsweringGenerative AI in Education

  28. Generative AI Usage of University Students: Navigating Between Education and Business

    Feb 18, 2026Fabian Walke, Veronika FöllerGenerative AI in Education