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Descriptive – Product Development
Research synthesis is AI-generated, human reviewed. Updated 09/2025.
Displaying 1 - 30 of 377
Facet: Multi-Agent Ai Supporting Teachers In Scaling Differentiated Learning For Diverse Students
Jana Gonnermann-Müller, Jennifer Haase, Nicolas Leins, Moritz Igel, Konstantin Fackeldey and Sebastian Pokutta. (01/2026). arXiv. https://arxiv.org/pdf/2601.22788v1
Learning Context: A Unified Framework And Roadmap For Context-Aware Ai In Education
Naiming Liu, Brittany Bradford, Johaun Hatchett, Gabriel Diaz, Lorenzo Luzi, Zichao Wang, Debshila Basu Mallick, Richard Baraniuk. (01/2026). arXiv. https://arxiv.org/pdf/2512.24362v2
Dynamic Framework For Collaborative Learning: Leveraging Advanced Llm With Adaptive Feedback Mechanisms
Hassam Tahir, Faizan Faisal, Fady Alnajjar, Muhammad Imran Taj, Lucia Gordon, Aila Khan, Michael Lwin, Omar Mubin. (01/2026). arXiv. https://arxiv.org/pdf/2601.21344v1
Turning Language Model Training From Black Box Into A Sandbox
Nicolas Pope, Matti Tedre. (01/2026). arXiv. https://arxiv.org/pdf/2601.21631v1
Can We Improve Educational Diagram Generation With In-Context Examples? Not If A Hallucination Spoils The Bunch
Evanfiya Logacheva, Arto Hellas, Tsvetomila Mihaylova, Juha Sorva, Ava Heinonen, Juho Leinonen. (01/2026). arXiv. https://arxiv.org/pdf/2601.20476v1
Designing Ai Peers For Collaborative Mathematical Problem Solving With Middle School Students: A Participatory Design Study
Wenhan Lyu, Yimeng Wang, Murong Yue, Yifan Sun, Jennifer Suh, Meredith Kier, Ziyu Yao, and Yixuan Zhang. (01/2026). arXiv. https://arxiv.org/pdf/2601.17962v2
Evaluating Actionability In Explainable Ai
Gennie Mansi, Julia Kim, Mark Riedl. (01/2026). arXiv. https://arxiv.org/pdf/2601.20086v1
From Struggle To Success: Context-Aware Guidance For Screen Reader Users In Computer Use
Nan Chen, Jing Lu, Zilong Wang, Luna K. Qiu, Siming Chen, Yuqing Yang. (01/2026). arXiv. https://arxiv.org/pdf/2601.18092v1
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
Co-Designing Digital Humans For Online Learning: A Framework For Human-Ai Pedagogical Integration
Xiaokang Leil, Ching Christie Pang, Yuyang Jiang, Xin Tong, and Pan Hui. (01/2026). arXiv. https://arxiv.org/pdf/2601.17434v1
Leveraging Peer, Self, And Teacher Assessments For Generative Ai-Enhanced Feedback
Alvaro Becerra, Ruth Cobos. (01/2026). arXiv. https://arxiv.org/pdf/2512.18306v2
Llm Prompt Evaluation For Educational Applications
Langdon Holmes, Adam Coscia, Scott Crossley, Joon Suh Choi, and Wesley Morris. (01/2026). arXiv. https://arxiv.org/pdf/2601.16134v1
Bridging Qualitative Rubrics And Ai: A Binary Question Framework For Criterion-Referenced Grading In Engineering
Lili Chen, Winn Wing-Yiu Chow, Stella Peng, Bencheng Fan and Sachitha Bandara. (01/2026). arXiv. https://arxiv.org/pdf/2601.15626v1
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
It's Not The Plane - It's The Pilot: A Framework for Cognitive-Activated AI-Augmentation to Avoid the Boiling Frog Problem
Jochen Kuhn, Stefan Küchemann, Dave Rakestraw and Patrik Vogt. (01/2026). arXiv. https://arxiv.org/pdf/2601.13812v2
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
How Students (Really) Use Chatgpt: Uncovering Experiences Among Undergraduate Students
TAWFIQ AMMARI, MEILUN CHEN, S M MEHEDI ZAMAN, KIRAN GARIMELLA. (01/2026). arXiv. https://arxiv.org/pdf/2505.24126v4
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
When Generative Al Meets Extended Reality: Enabling Scalable And Natural Interactions
Mingyu Zhu, Jiangong Chen, and Bin Li. (01/2026). arXiv. https://arxiv.org/pdf/2601.15308v1
Pats: Personality-Aware Teaching Strategies With Large Language Model Tutors
Donya Rooein, Sankalan Pal Chowdhury, Mariia Eremeeva, Yuan Qin, Debora Nozza, Mrinmaya Sachan, Dirk Hovy. (01/2026). arXiv. https://arxiv.org/pdf/2601.08402v1
From Tool To Teacher: Rethinking Search Systems As Instructive Interfaces
David Elsweiler. (01/2026). arXiv. https://arxiv.org/pdf/2601.08035v1
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
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
Llteacher: A Tool For The Integration Of Generative Ai Into Statistics Assignments
Emanuela Furfaro, Simone Mosciatti. (12/2025). arXiv. https://arxiv.org/pdf/2512.23053v1
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
From Textbook To Talkbot: A Case Study Of A Greek-Language Rag-Based Chatbot In Higher Education
Maria Eleni Koutsiaki, Marina Delianidi, Chaido Mizeli, Konstantinos Diamantaras, Iraklis Grigoropoulos, Nikolaos Koutlianos. (12/2025). arXiv. https://arxiv.org/pdf/2601.14265v1
Bridging Psychometric And Content Development Practices With Ai: A Community-Based Workflow For Augmenting Hawaiian Language Assessments
Pōhai Kūkea-Shultz, Frank Brockmann. (12/2025). arXiv. https://arxiv.org/pdf/2512.17140v1
