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AI4Ed

Leveraging artificial intelligence to enhance educational tools, personalize learning experiences, and improve educational outcomes.

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Simulating Students with Large Language Models: A Review of Architecture, Mechanisms, and Role Modelling in Education with Generative AI Luis Marquez-Carpintero Alberto Lopez-Sellers Miguel Cazorla LLMAG AI4Ed AI4CE 64 0 0 08 Nov 2025
Extracting Causal Relations in Deep Knowledge TracingEducational Data Mining (EDM), 2025 Kevin Hong Kia Karbasi Gregory Pottie AI4Ed 100 0 0 06 Nov 2025
Next Token Knowledge Tracing: Exploiting Pretrained LLM Representations to Decode Student Behaviour Max Norris Kobi Gal Sahan Bulathwela AI4Ed 12 0 0 04 Nov 2025
Investigating the Robustness of Knowledge Tracing Models in the Presence of Student Concept Drift Morgan Lee Artem Frenk Eamon Worden Karish Gupta Thinh Pham Ethan Croteau Neil T. Heffernan AI4Ed KELM 120 0 0 01 Nov 2025
Autograder+: A Multi-Faceted AI Framework for Rich Pedagogical Feedback in Programming Education Vikrant Sahu Gagan Raj Gupta Raghav Borikar Nitin Mane AI4Ed 145 0 0 30 Oct 2025
TLCD: A Deep Transfer Learning Framework for Cross-Disciplinary Cognitive Diagnosis Zhifeng Wang Meixin Su Yang Yang Chunyan Zeng Lizhi Ye AI4Ed 60 0 0 27 Oct 2025
A Closed-Loop Personalized Learning Agent Integrating Neural Cognitive Diagnosis, Bounded-Ability Adaptive Testing, and LLM-Driven Feedback Zhifeng Wang Xinyue Zheng Chunyan Zeng AI4Ed 132 0 0 26 Oct 2025
Designing and Evaluating Hint Generation Systems for Science Education Anubhav Jangra Smaranda Muresan AI4Ed ELM 100 0 0 24 Oct 2025
EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs Numaan Naeem Abdellah El Mekki Muhammad Abdul-Mageed AI4Ed ELM 80 0 0 20 Oct 2025
FarsiMCQGen: a Persian Multiple-choice Question Generation Framework Mohammad Heydari Rad Rezvan Afari Saeedeh Momtazi AI4Ed 105 0 0 16 Oct 2025
Towards Human-Like Grading: A Unified LLM-Enhanced Framework for Subjective Question Evaluation Fanwei Zhua Jiaxuan He Xiaoxiao Chen Zulong Chen Quan Lu Chenrui Mei AI4Ed ELM 105 0 0 09 Oct 2025
Instructional Goal-Aligned Question Generation for Student Evaluation in Virtual Lab Settings: How Closely Do LLMs Actually Align? R. Alexander Knipper Indrani Dey Souvika Sarkar Hari Narayanan Sadhana Puntambekar S. Karmaker AI4Ed 59 0 0 07 Oct 2025
GenQuest: An LLM-based Text Adventure Game for Language Learners Qiao Wang Adnan Labib Robert Swier Michael Hofmeyr Zheng Yuan AI4Ed 102 0 0 06 Oct 2025
LLM-Driven Rubric-Based Assessment of Algebraic Competence in Multi-Stage Block Coding Tasks with Design and Field Evaluation Yong Oh Lee Byeonghun Bang Sejun Oh AI4Ed 84 0 0 04 Oct 2025
Inducing Dyslexia in Vision Language Models Melika Honarmand Ayati Sharma Badr AlKhamissi Johannes Mehrer Martin Schrimpf AI4Ed 84 0 0 29 Sep 2025
Personalized Auto-Grading and Feedback System for Constructive Geometry Tasks Using Large Language Models on an Online Math Platform Yong Oh Lee Byeonghun Bang Joohyun Lee Sejun Oh AI4Ed 64 1 0 29 Sep 2025
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos Sourjyadip Ray Shubham Sharma Somak Aditya Pawan Goyal AI4Ed 56 0 0 28 Sep 2025
From Superficial Outputs to Superficial Learning: Risks of Large Language Models in Education Iris Delikoura Yi.R Fung AI4Ed 148 0 0 26 Sep 2025
Enhanced Interpretable Knowledge Tracing for Students Performance Prediction with Human understandable Feature SpaceInternational Conference on Artificial Intelligence in Education (AIED), 2025 Sein Minn Roger Nkambou AI4Ed 60 0 0 22 Sep 2025
Learning Progression-Guided AI Evaluation of Scientific Models To Support Diverse Multi-Modal Understanding in NGSS Classroom Leonora Kaldaras Tingting Li Prudence Djagba Kevin Haudek Joseph Krajcik AI4Ed 72 0 0 16 Sep 2025
Mitigating Language Barriers in Education: Developing Multilingual Digital Learning Materials with Machine TranslationEDULEARN Proceedings (EDULEARN), 2025 Lucie Poláková Martin Popel Věra Kloudová Michal Novák Mariia Anisimova Jiří Balhar AI4Ed 36 1 0 11 Sep 2025
Investigating Student Interaction Patterns with Large Language Model-Powered Course Assistants in Computer Science Courses Chang Liu Loc Hoang Andrew Stolman Rene F. Kizilcec Bo Wu AI4Ed 100 0 0 10 Sep 2025
Aligning LLMs for the Classroom with Knowledge-Based Retrieval -- A Comparative RAG Study Amay Jain Liu Cui Si Chen RALM AI4Ed 100 0 0 09 Sep 2025
An Optimized Pipeline for Automatic Educational Knowledge Graph Construction Qurat Ul Ain Mohamed Amine Chatti Jean Qussa Amr Shakhshir R. Alatrash Shoeb Joarder AI4Ed 27 0 0 05 Sep 2025
Inferring Prerequisite Knowledge Concepts in Educational Knowledge Graphs: A Multi-criteria Approach R. Alatrash Mohamed Amine Chatti Nasha Wibowo Qurat Ul Ain AI4Ed 36 0 0 05 Sep 2025
Benchmarking Large Language Models for Personalized Guidance in AI-Enhanced Learning Bo Yuan Jiazi Hu AI4Ed ELM 103 0 0 02 Sep 2025
QuesGenie: Intelligent Multimodal Question Generation Ahmed Mubarak Amna Ahmed Amira Nasser Aya Mohamed Fares El-Sadek Mohammed Ahmed Ahmed Salah Youssef Sobhy AI4Ed SyDa 88 0 0 27 Aug 2025
Prompting Strategies for Language Model-Based Item Generation in K-12 Education: Bridging the Gap Between Small and Large Language Models Mohammad Amini Babak Ahmadi Xiaomeng Xiong Yilin Zhang Christopher Qiao AI4Ed 104 0 0 27 Aug 2025
Who Is Lagging Behind: Profiling Student Behaviors with Graph-Level Encoding in Curriculum-Based Online Learning Systems Qian Xiao Conn Breathnach Ioana Ghergulescu Conor O'Sullivan Keith Johnston Vincent Wade AI4Ed 96 0 0 26 Aug 2025
Automatic Question & Answer Generation Using Generative Large Language Model (LLM) Md. Alvee Ehsan A.S.M Mehedi Hasan Kefaya Benta Shahnoor Syeda Sumaiya Tasneem AI4Ed 141 5 0 26 Aug 2025
Representation Learning of Auxiliary Concepts for Improved Student Modeling and Exercise Recommendation Yahya Badran Christine Preisach AI4Ed 116 0 0 22 Aug 2025
Enabling Multi-Agent Systems as Learning Designers: Applying Learning Sciences to AI Instructional Design Jiayi Wang Ruiwei Xiao Xinying Hou John Stamper LLMAG AI4Ed 96 0 0 20 Aug 2025
Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction Tao Wu Jingyuan Chen Wang Lin Jian Zhan Mengze Li Kun Kuang Fei Wu AI4Ed LRM 139 1 0 15 Aug 2025
Pattern-based Knowledge Component Extraction from Student Code Using Representation Learning Muntasir Hoq Griffin Pitts Andrew Lan Peter Brusilovsky Bita Akram AI4Ed 131 1 0 12 Aug 2025
MemoryKT: An Integrative Memory-and-Forgetting Method for Knowledge Tracing Mingrong Lin Ke Deng Zhengyang Wu Zetao Zheng Jie Li KELM AI4Ed 75 0 0 11 Aug 2025
Advancing Knowledge Tracing by Exploring Follow-up Performance Trends Hengyu Liu Yushuai Li Minghe Yu Tiancheng Zhang Ge Yu Torben Bach Pedersen Kristian Torp Christian S. Jensen Tianyi Li AI4Ed 144 0 0 11 Aug 2025
Assessing the Quality of AI-Generated Exams: A Large-Scale Field Study Calvin Isley Joshua Gilbert Evangelos Kassos Michaela Kocher Allen Nie ... Jake Hofman Joscha Legewie Teddy Svoronos Charlotte Tuminelli Sharad Goel AI4Ed ELM 74 1 0 09 Aug 2025
ToolGrad: Efficient Tool-use Dataset Generation with Textual "Gradients" Zhongyi Zhou Kohei Uehara Haoyu Zhang Jingtao Zhou Lin Gu Ruofei Du Zheng Xu Tatsuya Harada AI4Ed 126 1 0 06 Aug 2025
From Answers to Questions: EQGBench for Evaluating LLMs' Educational Question Generation Chengliang Zhou Mei Wang Ting Zhang Qiannan Zhu Jian Li Hua Huang AI4Ed ELM 99 0 0 05 Aug 2025
VQA support to Arabic Language Learning Educational Tool Khaled Bachir Delassi Lakhdar Zeggane H. Cherroun Abdelhamid Haouhat Kaoutar Bouzouad AI4Ed 78 0 0 05 Aug 2025
Automated Feedback on Student-Generated UML and ER Diagrams Using Large Language Models Sebastian Gürtl Gloria Schimetta David Kerschbaumer Michael Liut Alexander Steinmaurer AI4Ed 69 1 0 31 Jul 2025
Personalized Education with Ranking Alignment Recommendation Haipeng Liu Y. Liu Ting Long AI4Ed 64 0 0 31 Jul 2025
Opportunities and Challenges of LLMs in Education: An NLP Perspective Sowmya Vajjala Bashar Alhafni Stefano Banno Kaushal Kumar Maurya Ekaterina Kochmar AI4Ed 120 0 0 30 Jul 2025
Question Generation for Assessing Early Literacy Reading Comprehension Xiaocheng Yang Sumuk Shashidhar Dilek Hakkani Tur AI4Ed 70 0 0 30 Jul 2025
Cultivating Helpful, Personalized, and Creative AI Tutors: A Framework for Pedagogical Alignment using Reinforcement Learning Siyu Song Wentao Liu Y. Lu Ruohua Zhang Tao Liu ... X. Wang Aimin Zhou Fei Tan Bo Jiang Hao Hao AI4Ed 116 0 0 27 Jul 2025
PEMUTA: Pedagogically-Enriched Multi-Granular Undergraduate Thesis Assessment Jialu Zhang Qingyang Sun Qianyi Wang Weiyi Zhang Zunjie Xiao Xiaoqing Zhang Jianfeng Ren Jiang-Long Liu AI4Ed 90 0 0 25 Jul 2025
Adaptive Learning Systems: Personalized Curriculum Design Using LLM-Powered Analytics Yongjie Li Ruilin Nong Jianan Liu Lucas Evans AI4Ed 77 0 0 25 Jul 2025
Efficient Knowledge Tracing Leveraging Higher-Order Information in Integrated Graphs Donghee Han Daehee Kim Minjun Lee Daeyoung Roh Keejun Han Mun Yi AI4Ed 90 0 0 24 Jul 2025
ParaStudent: Generating and Evaluating Realistic Student Code by Teaching LLMs to Struggle Mihran Miroyan Rose Niousha Joseph E. Gonzalez Gireeja Ranade Narges Norouzi AI4Ed 136 0 0 16 Jul 2025
Personalized Exercise Recommendation with Semantically-Grounded Knowledge Tracing Yilmazcan Ozyurt Tunaberk Almaci Stefan Feuerriegel Mrinmaya Sachan AI4Ed 64 0 0 15 Jul 2025

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