AI for Education

AI4Ed

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

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Socratic Students: Teaching Language Models to Learn by Asking Questions Rajeev Bhatt Ambati Tianyi Niu Aashu Singh Shlok Mishra Shashank Srivastava Snigdha Chaturvedi AI4Ed RALM LRM 96 0 0 15 Dec 2025
Large Language Models for Education and Research: An Empirical and User Survey-based Analysis Md Mostafizer Rahman Ariful Islam Shiplu Md Faizul Ibne Amin Yutaka Watanobe Lu Peng AI4Ed ELM 128 0 0 08 Dec 2025
PICKT: Practical Interlinked Concept Knowledge Tracing for Personalized Learning using Knowledge Map Concept Relations Wonbeen Lee Channyoung Lee Junho Sohn Hansam Cho AI4Ed 168 0 0 08 Dec 2025
EZYer: A simulacrum of high school with generative agent Jinming Yang Zimu Ji Weiqi Luo Gaoxi Wang Bin Ma Yueling Deng AI4Ed 200 0 0 02 Dec 2025
AI-Enabled grading with near-domain data for scaling feedback with human-level accuracy Shyam Agarwal Ali Moghimi Kevin C. Haudek AI4Ed 137 0 0 01 Dec 2025
EduEval: A Hierarchical Cognitive Benchmark for Evaluating Large Language Models in Chinese Education Guoqing Ma Jia Zhu Hanghui Guo Weijie Shi Yue Cui Jiawei Shen Zilong Li Yidan Liang AI4Ed ELM 220 0 0 29 Nov 2025
Tracing Mathematical Proficiency Through Problem-Solving Processes Jungyang Park Suho Kang Jaewoo Park Jaehong Kim Jaewoo Shin Seonjoon Park Youngjae Yu AI4Ed 104 0 0 29 Nov 2025
Generating Reading Comprehension Exercises with Large Language Models for Educational Applications Xingyu Huang Fei Jiang Jianli Xiao AI4Ed SyDa 328 0 0 24 Nov 2025
CLLMRec: LLM-powered Cognitive-Aware Concept Recommendation via Semantic Alignment and Prerequisite Knowledge Distillation Xiangrui Xiong Yichuan Lu Zifei Pan Chang Sun AI4Ed 249 0 0 21 Nov 2025
EduMod-LLM: A Modular Approach for Designing Flexible and Transparent Educational Assistants Meenakshi Mittal Rishi Khare Mihran Miroyan Chancharik Mitra Narges Norouzi AI4Ed 133 0 0 21 Nov 2025
Teaching According to Students' Aptitude: Personalized Mathematics Tutoring via Persona-, Memory-, and Forgetting-Aware LLMs Yang Wu Rujing Yao Tong Zhang Yufei Shi Zhuoren Jiang Zhushan Li Xiaozhong Liu CLL AI4Ed 368 0 0 19 Nov 2025
PustakAI: Curriculum-Aligned and Interactive Textbooks Using Large Language Models Shivam Sharma Riya Naik Tejas Gawas Heramb Patil Kunal Korgaonkar AI4Ed 343 0 0 13 Nov 2025
LLM-as-a-Grader: Practical Insights from Large Language Model for Short-Answer and Report Evaluation Grace Byun Swati Rajwal Jinho D. Choi AI4Ed ELM 302 0 0 13 Nov 2025
One-Topic-Doesn't-Fit-All: Transcreating Reading Comprehension Test for Personalized Learning Jieun Han Daniel Lee Haneul Yoo Jinsung Yoon Junyeong Park Suin Kim So-Yeon Ahn Alice Oh AI4Ed 157 0 0 12 Nov 2025
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 M. Cazorla LLMAG AI4Ed AI4CE 420 0 0 08 Nov 2025
Extracting Causal Relations in Deep Knowledge TracingEducational Data Mining (EDM), 2025 Kevin Hong Kia Karbasi Gregory Pottie AI4Ed 374 0 0 06 Nov 2025
Next Token Knowledge Tracing: Exploiting Pretrained LLM Representations to Decode Student Behaviour Max Norris Kobi Gal Sahan Bulathwela AI4Ed 144 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 294 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 297 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 173 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 196 0 0 26 Oct 2025
Designing and Evaluating Hint Generation Systems for Science Education Anubhav Jangra Smaranda Muresan AI4Ed ELM 208 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 174 0 0 20 Oct 2025
FarsiMCQGen: a Persian Multiple-choice Question Generation Framework Mohammad Heydari Rad Rezvan Afari Saeedeh Momtazi AI4Ed 169 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 209 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 163 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 174 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 181 0 0 04 Oct 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 182 1 0 29 Sep 2025
Inducing Dyslexia in Vision Language Models Melika Honarmand Ayati Sharma Badr AlKhamissi Johannes Mehrer Martin Schrimpf AI4Ed 233 0 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 164 0 0 28 Sep 2025
From Superficial Outputs to Superficial Learning: Risks of Large Language Models in Education Iris Delikoura Yi.R Fung AI4Ed 274 1 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 144 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 171 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 132 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 204 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 197 0 0 09 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 116 0 0 05 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 143 0 0 05 Sep 2025
Benchmarking Large Language Models for Personalized Guidance in AI-Enhanced Learning Bo Yuan Jiazi Hu AI4Ed ELM 260 0 0 02 Sep 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 200 0 0 27 Aug 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 175 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 176 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 301 7 0 26 Aug 2025
Representation Learning of Auxiliary Concepts for Improved Student Modeling and Exercise Recommendation Yahya Badran Christine Preisach AI4Ed 208 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 184 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 247 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 263 1 0 12 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 307 0 0 11 Aug 2025
MemoryKT: An Integrative Memory-and-Forgetting Method for Knowledge Tracing Mingrong Lin Ke Deng Zhengyang Wu Zetao Zheng Jie Li KELM AI4Ed 183 1 0 11 Aug 2025

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