Outcomes – Differentiation
Research synthesis is AI-generated, human reviewed. Updated 09/2025.
Displaying 181 - 210 of 628
Relief Or Displacement? How Teachers Are Negotiating Generative Al'S Role In Their Professional Practice
Aayushi Dangol, Smriti Kotiyal, Robert Wolfe, Alex J. Bowers, Antonio Vigil, Jason Yip, Julie A. Kientz, Suleman Shahid, Tom Yeh, Vincent Cho, Katie Davis. (10/2025). arXiv. http://arxiv.org/abs/2510.18296v1
Eduadapt: A Question Answer Benchmark Dataset For Evaluating Grade-Level Adaptability In Llms
Numaan Naeem, Abdellah El Mekki, Muhammad Abdul-Mageed. (10/2025). arXiv. http://arxiv.org/abs/2510.17389v1
Integrating Generative Al Into Lms: Reshaping Learning And Instructional Design
Xinran Zhu, Liam Magee, Peg Mischler. (10/2025). arXiv. http://arxiv.org/abs/2510.18026v1
Sketchmind: A Multi-Agent Cognitive Framework For Assessing Student-Drawn Scientific Sketches
Ehsan Latif, Zirak Khan, Xiaoming Zhai. (10/2025). arXiv. http://arxiv.org/abs/2507.22904v2
Domain-Contextualized Concept Graphs: A Computable Framework For Knowledge Representation
Chao Li, Yuru Wang. (10/2025). arXiv. http://arxiv.org/abs/2510.16802v1
Socratic Mind: Impact Of A Novel Genai-Powered Assessment Tool On Student Learning And Higher-Order Thinking
Jeonghyun Lee, Jui-Tse Hung, Meryem Yilmaz Soylu, Diana Popescu, Christopher Zhang Cui, Gayane Grigoryan, David A Joyner, Stephen W Harmon. (10/2025). arXiv. http://arxiv.org/abs/2509.16262v2
Reliable Generation Of Isomorphic Physics Problems Using Generative Ai With Prompt-Chaining And Tool Use
Zhongzhou Chen. (10/2025). arXiv. http://arxiv.org/abs/2508.14755v2
Personalized Learning Path Planing Through Goal-Driven Learner State Modeling
Joy Jia Yin Lim, Ye He, Jifan Yu, Xin Cong, Daniel Zhang-Li, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu. (10/2025). arXiv. http://arxiv.org/abs/2510.13215v1
AI-Agents For Culturally Diverse Online Higher Education Environments
Fuze Sun, Paul Craig, Lingyu Li, Shixiangyue Meng, Chuxi Nan. (10/2025). arXiv. http://arxiv.org/abs/2510.10520v2
Globalizeed: A Multimodal Translation System That Preserves Speaker Identity In Academic Lectures
Hoang-Son Vo, Karina Kolmogortseva, Ngumimi Karen Iyortsuun, Hong-Duyen Vo, Soo-Hyung Kim. (10/2025). arXiv. http://arxiv.org/abs/2510.11596v1
Learnlens: Llm-Enabled Personalised, Curriculum-Grounded Feedback With Educators In The Loop
Runcong Zhao, Artem Bobrov, Jiazheng Li, Cesare Aloisi, Yulan He. (10/2025). arXiv. http://arxiv.org/abs/2507.04295v4
Notebooklm As A Socratic Physics Tutor: Design And Preliminary Observations Of A Rag-Based Tool
Eugenio Tufino. (10/2025). arXiv. http://arxiv.org/abs/2504.09720v3
Artificial Intelligence For Optimal Learning: A Comparative Approach Towards Ai-Enhanced Learning Environments
Ananth Hariharan. (10/2025). arXiv. http://arxiv.org/abs/2510.11755v1
Automatic Piecewise Linear Regression For Predicting Student Learning Satisfaction
Haemin Choi, Gayathri Nadarajan. (10/2025). arXiv. http://arxiv.org/abs/2510.10639v1
The Mechanical Yes-Man: Emancipatory Ai Pedagogy In Higher Education
Dr Linda Rocco. (10/2025). arXiv. http://arxiv.org/abs/2510.10176v1
Survey Of Natural Language Processing For Education: Taxonomy, Systematic Review, And Future Trends
Yunshi Lan, Xinyuan Li, Hanyue Du, Xuesong Lu, Ming Gao, Weining Qian, Aoying Zhou. (10/2025). arXiv. http://arxiv.org/abs/2401.07518v4
Student-Ai Interaction In An Llm-Empowered Learning Environment: A Cluster Analysis Of Engagement Profiles
Zhanxin Hao, Jianxiao Jiang, Jifan Yu, Zhiyuan Liu, Yu Zhang. (10/2025). arXiv. http://arxiv.org/abs/2503.01694v3
Investigating Students' Preferences For Ai Roles In Mathematical Modelling: Evidence From A Randomized Controlled Trial
Wangda Zhu, Guang CHEN, Yumeng Zhu, Lei Cai, Xiangen Hu. (10/2025). arXiv. http://arxiv.org/abs/2510.06617v1
Uniedu: Toward Unified And Efficient Large Multimodal Models For Educational Tasks
Zhendong Chu, Jian Xie, Shen Wang, Zichao Wang, Qingsong Wen. (10/2025). arXiv. http://arxiv.org/abs/2503.20701v2
Edumath: Generating Standards-Aligned Educational Math Word Problems
Bryan R. Christ, Penelope Molitz, Jonathan Kropko, Thomas Hartvigsen. (10/2025). arXiv. http://arxiv.org/abs/2510.06965v1
From Handwriting To Feedback: Evaluating Vlms And Llms For Ai-Powered Assessment In Indonesian Classrooms
Nurul Aisyah, Muhammad Dehan Al Kautsar, Arif Hidayat, Raqib Chowdhury, Fajri Koto. (10/2025). arXiv. http://arxiv.org/abs/2506.04822v2
Expertagent: Enhancing Personalized Education Through Dynamic Planning And Retrieval-Augmented Long-Chain Reasoning
Binrong Zhu, Guiran Liu, Nina Jiang. (10/2025). arXiv. http://arxiv.org/abs/2510.07456v1
Ai In Computational Thinking Education In Higher Education: A Systematic Literature Review
EBRAHIM RAHIMI, CLARA MAATHUIS. (10/2025). arXiv. http://arxiv.org/abs/2510.09677v1
Exploring Teachers' Perceptions Of Chatgpt Through Prompt Engineering
Dimitrios Gousopoulos. (10/2025). arXiv. http://arxiv.org/abs/2510.08634v1
Harnessing Llm For Noise-Robust Cognitive Diagnosis In Web-Based Intelligent Education Systems
Guixian Zhang, Guan Yuan, Yanmei Zhang, Jing Ren, Ziqi Xu, Zhenyun Deng, Debo Cheng. (10/2025). arXiv. http://arxiv.org/abs/2510.04093v2
Teachlm: Post-Training Llms For Education Using Authentic Learning Data
Janos Perczel, Jin Chow, Dorottya Demszky. (10/2025). arXiv. http://arxiv.org/abs/2510.05087v1
Chrysalis: A Unified System For Comparing Active Teaching And Passive Learning With Ai Agents In Education
Prashanth Arun, Vinita Vader, Erya Xu, Brent McCready-Branch, Sarah Seabrook, Kyle Scholz, Ana Crisan, Igor Grossmann, Pascal Poupart. (10/2025). arXiv. http://arxiv.org/abs/2510.05271v1
Ai-Driven Grading And Moderation For Collaborative Projects In Computer Science Education
Songmei Yu, Andrew Zagula. (10/2025). arXiv. http://arxiv.org/abs/2510.03998v1
Geolog-Ia: Sistema Conversacional Sobre Tesis AcadéMicas
Micaela Fuel Pozo, Andrea Guatumillo Saltos, Yeseña Tipan Llumiquinga, Kelly Lascano Aguirre, Marilyn Castillo Jara, Christian Mejía-Escobar. (10/2025). arXiv. http://arxiv.org/abs/2510.02653v1
Lightweight Prompt Engineering For Cognitive Alignment In Educational Ai: A Oneclickquiz Case Study
Antoun Yaacoub, Jerome Da-Rugna, Zainab Assaghir. (10/2025). arXiv. http://arxiv.org/abs/2510.03374v1
