Pedagogical Frameworks

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6 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. An Educator-Guided LLM Pedagogical Agent for Scaffolded Feedback in Conceptual Database Design

    Oct 1, 2026Sara Riazi, Pedram RooshenasFeedbackPedagogical Frameworks

    University of Illinois Chicago Chicago, IL, USA

  2. Guardrails or Roadblocks? Effects of Pedagogical Style and Context Awareness in AI Teaching Assistants for Programming

    Sep 24, 2026Madeleine Eastwood, Harshith Narne, Joseph Hilby +3Pedagogical FrameworksAi-Assisted Programming Tasks

    University of Florida Gainesville, FL, United States · University of Auckland Auckland, New Zealand

  3. REAT: A Reflective Experience-Augmented Tutoring Framework for Multi-turn Mathematical Instruction

    Sep 24, 2026Jianheng Zhou, Chaoli Zhang, Xingjun Wei +6TutorsPedagogical Frameworks

    School of Electrical and Electronic Engineering, Nanyang Technological University · Zhejiang Normal University · Telfer School of Management, University of Ottawa +5

  4. Evaluation of pre-trained models for pedagogical assessment of novel AI-assisted educational questions

    Sep 23, 2026Michael Lawrence Castanares, Princess Ventures, Allan TanComputerized Adaptive TestingPedagogical Frameworks

    Predictive Systems Inc, Ortigas, Pasig City, Philippines, 1605 · Better Labs Oy, Helsinki, Finland

  5. EduBehaviors: Assertion-based Schemas for Auditable Coding of Educational Dialogues

    Sep 22, 2026Julian Bernado, Ana Trindade Ribeiro, Xander Beberman +1Pedagogical FrameworksSchema

    SCALE Initiative, Stanford University

  6. From Content Generation to Learning Support: Pedagogy-Guided Generative Video Tutors for STEM Learning

    Sep 21, 2026Xinchen Ma, Shuimu Wang, Gaole He +4Pedagogical FrameworksLong Video Generation

    Department of Data Science and Engineering, East China Normal University · School of Computing, National University of Singapore

  7. LittleLearner: Language Models Under Pedagogically Controlled Knowledge Exposure

    Aug 13, 2026Fanfei Li, Jana Zeller, Manuel Prada-Corral +4CurriculumPedagogical Frameworks

    MPI-IS, Ellis Institute · MPI-IS, Ellis Institute, ETHZ · ETHZ

  8. Findings of the First Teaching Monster Challenge: A Benchmark of Pedagogical Content Knowledge in AI Agents

    Aug 9, 2026Yi-Cheng Lin, Yu-Kai Guo, Szu-Chi Chen +15Pedagogical FrameworksArtificial Intelligence Agents

    National Taiwan University · NTU AI Center of Research Excellence

  9. Agentic AI-driven Immersive Simulation: A Knowledge-Aware Virtual Training Platform forHigh Dose Rate (HDR) Brachytherapy

    Aug 8, 2026Ronghua Xu, Kepha Barasa, Manoj Kumal +3RadiotherapySimulated Patients

    Department of Applied Computing, Michigan Technological University, Houghton, MI 49931, USA · Stony Brook University Hospital, SUNY, Stony Brook, NY 11797, USA

  10. Curriculum as Code: An AI-Assisted Architecture for Instructional Design in STEM Education

    Aug 7, 2026Henrique Mohallem PaivaArtificial Intelligence EducationPedagogical Frameworks

    Universidade Federal de Sao Paulo (Unifesp), Rua Talim, 330, Sao Jose dos Campos (SP), Brazil, 12231-280 · Institute of Technology and Leadership (Inteli), Av. Prof. Almeida Prado, 520, Sao Paulo (SP), Brazil, 05508-901

  11. Evaluating and Improving Pedagogical Fit in LLM-Based AI Tutors with the Pedagogical Suitability Index

    Aug 5, 2026Benjamin Barlog, Hudson Craig, Zedong PengTutorsPedagogical Frameworks

    Department of Computer Science University of Montana Missoula, MT, USA

  12. Auditable Release Control for Pedagogical Leakage in LLM Tutors

    Aug 1, 2026Nizam KadirData LeakageRelease

    Science, Mathematics and Technology Singapore University of Technology and Design (SUTD) Singapore

  13. Rethinking LLM-Judged Helpfulness as a Pedagogy Signal: A Pre-Registered Audit Across Tutor Models

    Jul 30, 2026Shuyi Fan, Boyuan Deng, Mengyu Xu +4TutorsPedagogical Frameworks

    Columbia University, USA · Johns Hopkins University, USA · The University of Chicago, USA +4

  14. EduPanel: A Three-Agent LLM Judge for Teaching Videos -- Reliability, Complementarity, and Human Trust Calibration

    Jul 20, 2026Jia-Kai Dong, Yi-Cheng Lin, Hung-yi LeePedagogical FrameworksComputerized Adaptive Testing

    National Taiwan University · NTU Artificial Intelligence Center of Research Excellence

  15. Frontier AI performance across the business disciplines: a case-grounded benchmark of knowledge work and analytical reasoning

    Jul 17, 2026Ajay Patel, Kartik Hosanagar, Ramayya Krishnan +2Artificial Intelligence BenchmarksHuman-Annotated Benchmark

    Operations, Information and Decisions Department, The Wharton School, University of Pennsylvania, Philadelphia, 19104, PA, USA · Heinz College of Information Systems and Public Policy, Carnegie Mellon University, Pittsburgh, 15213, PA, USA · Department of Computer and Information Science, University of Pennsylvania, Philadelphia, 19104, PA, USA +1

  16. Knowledge Distillation for Automated AI Tutor Evaluation

    Jul 12, 2026Tahmid Al Hannan, Diego Garcia, Alex Njoroge +2TutorsPedagogical Frameworks

    Folsom Lake College Folsom, CA, USA

  17. From Execution to Education: A Bloom-Aligned Framework for Measuring Educational Control in LLMs

    Jul 9, 2026Yi Zhang, Julia RayzPedagogical FrameworksValue Alignment

    School of Applied Creative Computing Purdue University West Lafayette, IN 47907, USA

  18. CSTutorBench: Benchmarking Small Language Models as Tutors for Block-Based Programming

    Jul 6, 2026H. Chad Lane, Bryson KagelerTutorsSmall Large Language Models

    University of Illinois Urbana-Champaign, Champaign, IL, USA

  19. Beyond Skepticism: Evaluating LLMs Pedagogical Intent Reasoning with the Adaptive Pedagogical Vigilance Framework

    Jul 2, 2026Minghao Chen, Ruihan Zhou, Jiayi Tang +3Pedagogical FrameworksAgentic Learning

    Department of Computer Science Zhejiang University

  20. Classroom Behavior Monitoring with YOLO An Empirical Study in Higher Education Settings

    Jun 30, 2026Sinh Vu Trong, Dung Nguyen Manh, Hieu Hoang Minh +3ClassroomsYolo26

    Banking Academy of Vietnam, Hanoi, Vietnam

  21. CogTax: A Four-Level Cognitive Taxonomy for Command-Line Computing Education

    Jun 30, 2026Manuel Alonso-Carracedo, Ruben Fernandez-Boullon, Pedro Celard +2TaxonomyPedagogical Frameworks

    Universidade de Vigo, Spain · IFCAE, Universidade de Vigo, Spain · aComputer Science Department, IFCAE-Instituto de Investigación en Física, Computación y Ciencia Aeroespacial, Universidade de Vigo, Ourense, 32004, Spain +1

  22. Constructing Evaluation Datasets for Procedural Reasoning: Balancing Naturalness, Grounding, and Multi-Hop Coverage

    Jun 11, 2026Sarah Elshabrawy, Rahul K. Dass, Ashok K. GoelFaithful Question GenerationTable Reasoning Datasets

    Georgia Institute of Technology, Atlanta GA, USA

  23. Beyond Detection: Redesigning Assessment and Governande of Generative AI at the Universidad Politécnica de Madrid (UPM)

    Jun 4, 2026Jessica Díaz, Sonia Linio, Fernando Pescador +1Generative Artificial IntelligenceEu Artificial Intelligence Act

    Universidad Politécnica de Madrid (SPAIN)

  24. Elmes*: Automated Construction of Fine-Grained Evaluation Rubrics for Large Language Models in Long-Tail Educational Scenarios

    Jun 4, 2026Tao Liu, Ye Lu, Ruohua Zhang +4Large Language Model EvaluationPedagogical Frameworks

    1Shanghai Institute of AI for Education, East China Normal University, Shanghai 200062, China · School of Computer Science and Technology, East China Normal University, Shanghai 200062, China · 3Shanghai Innovation Institute, Shanghai 200231, China

  25. What Makes Interaction Trajectories Effective for Training Terminal Agents?

    Jun 2, 2026Sidi Yang, Chaofan Tao, Jierun Chen +11Agentic LearningPedagogical Frameworks

    1The University of Hong Kong · 2Huawei Technologies · 3Nanyang Technological University

  26. Question Type, Cognitive Load, and CEFR Alignment: Evaluating LLM-Generated EFL Grammar Drill Exercises

    Jun 1, 2026Steve Woollaston, Brendan Flanagan, Yuko Toyokawa +1Cognitive LoadPedagogical Frameworks

    Kyoto University, Japan · Ritsumeikan University, Japan

  27. Benchmarking and Enhancing Text-to-Image Models for Generating Visual Representations in Early Arithmetic Education

    May 29, 2026Junling Wang, Boqi Chen, Heejin Do +3Text-To-ImageMulti-Image Editing Benchmarks

    Department of Computer Science, ETH Zurich · ETH AI Center

  28. Double-Edged Sword or Sharp Tool? Designing and Evaluating Triadic LLM-Teacher Collaboration for K-12 Writing at Scale

    May 28, 2026Canran Wang, Yuwen Yang, Zhen Wang +5Pedagogical FrameworksStudent

    Renmin University of China, Beijing, China · Central University of Finance and Economics, Beijing, China · Beijing HQ Intelligent Technology, Ltd., Beijing, China

  29. Modularizing Educational LLM-Agency for Fostering Responsible Learning Assistance

    May 28, 2026Julius Gabelmann, Felix Jahn, Kevin Baum +4Artificial Intelligence EducationAgentic Learning

    1German Research Center for Artificial Intelligence (DFKI) · 2Saarland Informatics Campus, Germany · Center for European Research in Trusted AI (CERTAIN)

  30. Practitioner Beliefs and Behaviors in AI-Enhanced Education: DOT Framework Survey Evidence

    May 27, 2026David Gibson, M. Elizabeth Azukas, Gerald KnezekArtificial Intelligence EducationPedagogical Frameworks

    Curtin University · Curtin University Australia · Georgia Institute of Technology +3

  31. From Learning Resources to Competencies: LLM-Based Tagging with Evidence and Graph Constraints

    May 27, 2026Ngoc Luyen Le, Marie-Hélène Abel, Bertrand LaforgeCompetenceTagging

    Gamaizer, 93340 Le Raincy, France · Université de technologie de Compiègne, CNRS, Heudiasyc (Heuristics and Diagnosis of Complex Systems), CS 60319 - 60203 Compiègne Cedex, France · Sorbonne Université, CNRS UMR 7585, LPMHE (Laboratoire de Physique Nucléaire et des Hautes Énergies), 75252 Paris cedex 05, France

  32. GRADE: Generalizable Reasoning-Aware Dialogue Evaluation for AI Tutors

    May 27, 2026Parth Bhalerao, Jeromy Chang, David Chou +1TutorsGrading

    Santa Clara University

  33. Are Video Models Zero-Shot Learners and Reasoners in Education? EduVideoBench, A Knowledge-Skills-Attitude Benchmark for Educational Video Generation

    May 26, 2026Unggi Lee, Hoyoung Ahn, Yoon Choi +16Pedagogical FrameworksFirst Comprehensive Benchmark

    Korea University Sejong Campus · Cardiff Metropolitan University · Seoul National University +10

  34. A Controlled Synthetic Benchmark for Educational Aspect-Based Sentiment Analysis

    May 25, 2026Yehudit Aperstein, Alexander ApartsinSentimentPedagogical Frameworks

    Intelligent Systems, Afeka Academic College of Engineering, Tel Aviv, Israel · School of Computer Science, Faculty of Sciences, Holon Institute of Technology, Holon, Israel

  35. UniER: A Unified Benchmark for Item-level and Path-level Exercise Recommendation

    May 16, 2026Xinghe Cheng, Guiyong Zhuang, Yusheng Xie +5Physical ActivitiesPedagogical Frameworks

    Jinan University, Guangzhou, China · Beijing University of Technology, Beijing, China · Griffith University, Gold Coast, Australia

  36. Access Timing as Scaffolding: A Reinforcement Learning Approach to GenAI in Education

    May 15, 2026Janne Rotter, Pau Benazet i Montobbio, Davinia Hernández-LeoPedagogical FrameworksGenerative Artificial Intelligence

    Universitat Pompeu Fabra Barcelona, Spain

  37. An Explainable AI Assistant for Introductory Programming Education: Improving Feedback Reliability with Instructor-AI Collaboration

    May 12, 2026Muntasir Hoq, Griffin Pitts, Bradford Mott +6Artificial Intelligence EducationAi-Assisted Programming Tasks

    North Carolina State University, Raleigh, NC, USA · University of California, Berkeley, CA, USA

  38. EduStory: A Unified Framework for Pedagogically-Consistent Multi-Shot STEM Instructional Video Generation

    May 10, 2026Xinyi Wu, Jayant Teotia, Shuai Zhao +1Long Video GenerationPedagogical Frameworks

    1Nanyang Technological University

  39. The Pedagogy of AI Mistakes: Fostering Higher-Order Thinking

    May 6, 2026Hadi HosseiniArtificial Intelligence LiteracyPedagogical Frameworks

    Pennsylvania State University University Park, USA

  40. AI SciBrief as a Gateway to Research: A Framework for Onboarding Students into New Research Areas

    May 6, 2026Andrei Lazarev, Dmitrii SedovScientific DiscoveryPedagogical Frameworks

    Department of Control and Applied Mathematics Moscow Institute of Physics and Technology Moscow, Russia

  41. From prompting to evidence-based translation: A RAG+prompt system for Japanese-Chinese translation and its pedagogical potential

    May 5, 2026Wenshi GuLegal Natural Language Processing BenchmarksPedagogical Frameworks

    School of Foreign Languages, Beihang Univeristy.Beijing, China

  42. Pedagogical Promise and Peril of AI: A Text Mining Analysis of ChatGPT Research Discussions in Programming Education

    May 1, 2026Juvy C. Grume, John Paul P. Miranda, Aileen P. De Leon +6Pedagogical FrameworksGenerative Artificial Intelligence

    Pampanga State University, Pampanga, Philippines

  43. Addressing the Reality Gap: A Three-Tension Framework for Agentic AI Adoption

    Apr 29, 2026Jason Fournier, Kacper ŁodzikowskiArtificial Intelligence EducationPedagogical Frameworks

    Imagine Learning · Adam Mickiewicz University, Poznań, Poland · Adam Mickiewicz University in Poznań

  44. MAIC-UI: Making Interactive Courseware with Generative UI

    Apr 28, 2026Shangqing Tu, Yanjia Li, Keyu Chen +7Interactive LearningPedagogical Frameworks

    Tsinghua University · Guangzhou University · Zhejiang University

  45. Barriers and Enablers of Online Instruction in Hospitality Education in the Philippines: An Exploratory Study

    Apr 27, 2026Maria Anna D. Cruz, Jeaneth D. Serna, Lloyd D. Feliciano +5Pedagogical FrameworksAirbnb

    Pampanga State University, Pampanga, Philippines

  46. Talking Slide Avatars: Open-Source Multimodal Communication Approach for Teaching

    Apr 26, 2026Xinxing WuAvatarsTalk

    School of Mathematics and Computer Science, Kentucky State University, Frankfort, Kentucky, United States

  47. AI-Driven Analytics of Team-Teaching Talk: Acoustic Patterns across Experience, Cohorts and the Learning Design

    Apr 19, 2026Yuchen Liu, Roberto Martinez-Maldonado, Riordan Alfredo +3Pedagogical FrameworksAcoustic

    Monash University, Australia · EPFL, Switzerland

  48. SafeTutors: Benchmarking Pedagogical Safety in AI Tutoring Systems

    Mar 18, 2026Rima Hazra, Bikram Ghuku, Ilona Marchenko +5TutorsPedagogical Frameworks

    Eindhoven University of Technology, Netherlands (TU/e) · Indian Institute of Technology Kharagpur · Taras Shevchenko National University of Kyiv +3

  49. A technology-oriented mapping of the language and translation industry: Analysing stakeholder values and their potential implication for translation pedagogy

    Mar 12, 2026María Isabel Rivas Ginel, Janiça Hackenbuchner, Alina Secară +2Human ValuesTranslation Quality

    Dublin City University · Ghent University · University of Vienna +2