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Research synthesis is AI-generated, human reviewed. Updated 09/2025.
Displaying 1 - 30 of 224
Trustworthy Intelligent Education: A Systematic Perspective On Progress, Challenges, And Future Directions
Xiaoshan Yu, Shangshang Yang, Ziwen Wang, Haiping Ma, Xingyi Zhang. (01/2026). arXiv. https://arxiv.org/pdf/2601.21837v1
A Comprehensive Exploration Of Personalized Learning In Smart Education: From Student Modeling To Personalized Recommendations
Siyu Wu, Yang Cao, Runze Li, Jiajun Cui, Hong Qian, Bo Jiang, Wei Zhang. (01/2026). arXiv. https://arxiv.org/pdf/2402.01666v2
On The Effectiveness Of Llm-Specific Fine-Tuning For Detecting Ai-Generated Text
Michał Gromadzki, Anna Wróblewska, Agnieszka Kaliska. (01/2026). arXiv. https://arxiv.org/pdf/2601.20006v1
Evolution Of Al In Education: Agentic Workflows
Firuz Kamalov, David Santandreu Calonge, Linda Smail, Dilshod Azizov, Dimple R. Thadani, Theresa Kwong, Amara Atif. (01/2026). arXiv. https://arxiv.org/pdf/2504.20082v2
Alignagent: Adaptive Learner Intelligence For Gap Identification And Next-Step Guidance
Bismack Tokoli, Luis Jaimes, Ayesha S. Dina. (01/2026). arXiv. https://arxiv.org/pdf/2601.15551v1
Rapport Du Projet De Recherche Traima Traitement Automatique Des Interactions Multimodales En Apprentissage
Jean-Francois Cerisier, Emilie Remond, Aurelien Nguyen, Andrew Peterson, Julie Rancon, Ladjel Bellatreche. (01/2026). arXiv. https://arxiv.org/pdf/2601.12844v1
Who Owns The Knowledge? Copyright, Genai, And The Future Of Academic Publishing
Dmitry Kochetkov. (01/2026). arXiv. https://arxiv.org/pdf/2511.21755v2
Evaluating 21St-Century Competencies In Postsecondary Curricula With Large Language Models: Performance Benchmarking And Reasoning-Based Prompting Strategies
Zhen Xu, Xin Guan, Chenxi Shi, Qinhao Chen, Renzhe Yu. (01/2026). arXiv. https://arxiv.org/pdf/2601.10983v1
Mathdoc: Benchmarking Structured Extraction And Active Refusal On Noisy Mathematics Exam Papers
Chenyue Zhou, Jiayi Tuo, Shitong Qin, Wei Dai, Mingxuan Wang, Ziwei Zhao, Duoyang Li, Shiyang Su, Yanxi Lu, Yanbiao Ma. (01/2026). arXiv. https://arxiv.org/pdf/2601.10104v1
Genaited Ghana: A First-Of-Its-Kind Context-Aware And Curriculum-Aligned Conversational Ai Agent For Teacher Education
Matthew Nyaaba, Patrick Kyeremeh, Macharious Nabang, Bismark Nyaaba Akanzire, Sakina Acquah, Cyril Ababio Titty, Kotor Asare, Jerry Etornam Kudaya. (01/2026). arXiv. https://arxiv.org/pdf/2601.06093v2
Integrating Attendance Tracking And Emotion Detection For Enhanced Student Engagement In Smart Classrooms
Keith Ainebyona, Ann Move Oguti, Joseph Walusimbi, Ritah Kobusingye. (01/2026). arXiv. https://arxiv.org/pdf/2601.08049v1
The Ai Pyramid A Conceptual Framework For Workforce Capability In The Age Of Ai
Alok Khatri, Bishesh Khanal. (01/2026). arXiv. https://arxiv.org/pdf/2601.06500v1
What Students Ask, How A Generative Ai Assistant Responds: Exploring Higher Education Students' Dialogues On Learning Analytics Feedback
Yildiz Uzun, Andrea Gauthier, Mutlu Cukurova. (01/2026). arXiv. https://arxiv.org/pdf/2601.04919v1
Malrulelib: Large-Scale Executable Misconception Reasoning With Step Traces For Modeling Student Thinking In Mathematics
Xinghe Chen, Naiming Liu, Shashank Sonkar. (01/2026). arXiv. https://arxiv.org/pdf/2601.03217v1
Content Vs. Form: What Drives The Writing Score Gap Across Socioeconomic Backgrounds? A Generated Panel Approach
Nadav Kunievsky, Pedro Pertusi. (01/2026). arXiv. https://arxiv.org/pdf/2601.03469v1
Prompt Engineering For Responsible Generative Ai Use In African Education: A Report From A Three-Day Training Series
Benjamin Quarshie, Vanessa Willemse, Macharious Nabang, Bismark Nyaaba Akanzire, Patrick Kyeremeh, Saeed Maigari, Dorcas Adomina, Ellen Kwarteng, Eric Kojo Majialuwe, Craig Gibbs, Jerry Etornam Kudaya, Sechaba Koma, Matthew Nyaaba. (01/2026). arXiv. https://arxiv.org/pdf/2601.06121v1
How To Assess Ai Literacy: Misalignment Between Self-Reported And Objective-Based Measures
Shan Zhang, Ruiwei Xiao, Anthony F. Botelho, Guanze Liao, Thomas K. F. Chiu, John Stamper, Kenneth R. Koedinger. (01/2026). arXiv. https://arxiv.org/pdf/2601.06101v1
What Can Student-Ai Dialogues Tell Us About Students' Self-Regulated Learning? An Exploratory Framework
Long Zhang, Fangwei Lin, Weilin Wang. (12/2025). arXiv. https://arxiv.org/pdf/2601.11576v1
Artificial Intelligence For All? Brazilian Teachers On Ethics, Equity, And The Everyday Challenges Of Ai In Education
Bruno Florentino, Andre de Carvalho, Camila Sestito, Wellington Cruz, Robson Bonidia. (12/2025). arXiv. https://arxiv.org/pdf/2512.23834v1
Advancing Multimodal Teacher Sentiment Analysis: The Large-Scale T-Med Dataset & The Effective Aam-Tsa Model
Zhiyi Duan, Xiangren Wang, Hongyu Yuan, Qianli Xing. (12/2025). arXiv. https://arxiv.org/pdf/2512.20548v2
An Exploration Of Higher Education Course Evaluation By Large Language Models
Bo Yuan, Jiazi Hu. (12/2025). arXiv. https://arxiv.org/pdf/2411.02455v2
Bidirectional Human-Ai Alignment In Education For Trustworthy Learning Environments
Hua Shen, NYU Shanghai, New York University. (12/2025). arXiv. https://arxiv.org/pdf/2512.21552v1
Comprehensive Ai Literacy: The Case For Centering Human Agency
Sri Yash Tadimalla, Justin Cary, Gordon Hull, Jordan Register, Tina Heafner, Daniel Maxwell, David Pugalee. (12/2025). arXiv. https://arxiv.org/pdf/2512.16656v1
Topic Discovery And Classification For Responsible Generative Ai Adaptation In Higher Education
Diane Myung-kyung Woodbridge, Allyson Seba, Freddie Seba, Aydin Schwartz. (12/2025). arXiv. https://arxiv.org/pdf/2512.16036v1
Chatgpt And Gemini Participated In The Korean College Scholastic Ability Test - Earth Science I
Seok-Hyun Gaa, Chun-Yen Changa. (12/2025). arXiv. https://arxiv.org/pdf/2512.15298v1
On The Influence Of Artificial Intelligence On Human Problem-Solving: Empirical Insights For The Third Wave In A Multinational Longitudinal Pilot Study
Matthias Hümmer, Theophile Shyiramunda, Franziska Durner, Michelle J. Cummings-Koether. (12/2025). arXiv. https://arxiv.org/pdf/2511.11738v2
On Emerging Paradigm Of Teaching Measurement Science And Technology In Times Of Ubiquitous Use Of Ai Tools
Roman Z. Morawski. (12/2025). arXiv. https://arxiv.org/pdf/2512.13028v1
Learning In Focus: Detecting Behavioral And Collaborative Engagement Using Vision Transformers
Sindhuja Penchala, Saketh Reddy Kontham, Prachi Bhattacharjee, Nima Mahmoodi, Daniel Fonseca, Sareh Karami, Mehdi Ghahremani, Andy D. Perkins, Shahram Rahimi, Noorbakhsh Amiri Golilarz. (12/2025). arXiv. https://arxiv.org/pdf/2508.15782v2
Stabilising Learner Trajectories: A Doubly Robust Evaluation Of Ai-Guided Student Support Using Activity Theory
Teo Susnjak, Khalid Bakhshov, and Anuradha Mathrani. (12/2025). arXiv. https://arxiv.org/pdf/2512.11154v1
Report On The Scoping Workshop On AI In Science Education Research
Marcus Kubsch, Marit Kastaun, Peter Wulff, Nicole Graulich, Moriah Ariely, Alexander Bergmann-Gering, Sebastian Gombert, Bor Gregorcic, Hendrik Härtig, Benedikt Heuckmann, Andrea Horbach, Christina Krist, Gerd Kortemeyer, Ben Münch, Samuel Pazicni, Joshua M. Rosenberg, Sascha Schanze, Gena Sbeglia, Vidar Skogvoll, Christophe Speroni, Christoph Thyssen, Lars-Jochen Thoms, Brandon J. Yik, Xiaoming Zhai. (12/2025). arXiv. https://arxiv.org/abs/2511.14318v3
