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AI for Education

AI4Ed
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Leveraging artificial intelligence to enhance educational tools, personalize learning experiences, and improve educational outcomes.

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50 / 511 papers shown
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Socratic Students: Teaching Language Models to Learn by Asking Questions
Socratic Students: Teaching Language Models to Learn by Asking Questions
Rajeev Bhatt Ambati
Tianyi Niu
Aashu Singh
Shlok Mishra
Shashank Srivastava
Snigdha Chaturvedi
AI4EdRALMLRM
96
0
0
15 Dec 2025
Large Language Models for Education and Research: An Empirical and User Survey-based Analysis
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
AI4EdELM
128
0
0
08 Dec 2025
PICKT: Practical Interlinked Concept Knowledge Tracing for Personalized Learning using Knowledge Map Concept Relations
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
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
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
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
AI4EdELM
220
0
0
29 Nov 2025
Tracing Mathematical Proficiency Through Problem-Solving Processes
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
Generating Reading Comprehension Exercises with Large Language Models for Educational Applications
Xingyu Huang
Fei Jiang
Jianli Xiao
AI4EdSyDa
328
0
0
24 Nov 2025
CLLMRec: LLM-powered Cognitive-Aware Concept Recommendation via Semantic Alignment and Prerequisite Knowledge Distillation
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
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
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
CLLAI4Ed
368
0
0
19 Nov 2025
PustakAI: Curriculum-Aligned and Interactive Textbooks Using Large Language Models
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
LLM-as-a-Grader: Practical Insights from Large Language Model for Short-Answer and Report Evaluation
Grace Byun
Swati Rajwal
Jinho D. Choi
AI4EdELM
302
0
0
13 Nov 2025
One-Topic-Doesn't-Fit-All: Transcreating Reading Comprehension Test for Personalized Learning
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
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
LLMAGAI4EdAI4CE
420
0
0
08 Nov 2025
Extracting Causal Relations in Deep Knowledge Tracing
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
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
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
AI4EdKELM
294
0
0
01 Nov 2025
Autograder+: A Multi-Faceted AI Framework for Rich Pedagogical Feedback in Programming Education
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
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
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
Designing and Evaluating Hint Generation Systems for Science Education
Anubhav Jangra
Smaranda Muresan
AI4EdELM
208
0
0
24 Oct 2025
EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs
EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs
Numaan Naeem
Abdellah El Mekki
Muhammad Abdul-Mageed
AI4EdELM
174
0
0
20 Oct 2025
FarsiMCQGen: a Persian Multiple-choice Question Generation Framework
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
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
AI4EdELM
209
0
0
09 Oct 2025
Instructional Goal-Aligned Question Generation for Student Evaluation in Virtual Lab Settings: How Closely Do LLMs Actually Align?
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
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
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
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
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
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
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 Space
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
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 Translation
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
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
Aligning LLMs for the Classroom with Knowledge-Based Retrieval -- A Comparative RAG Study
Amay Jain
Liu Cui
Si Chen
RALMAI4Ed
197
0
0
09 Sep 2025
Inferring Prerequisite Knowledge Concepts in Educational Knowledge Graphs: A Multi-criteria Approach
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
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
Benchmarking Large Language Models for Personalized Guidance in AI-Enhanced Learning
Bo Yuan
Jiazi Hu
AI4EdELM
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
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
QuesGenie: Intelligent Multimodal Question Generation
Ahmed Mubarak
Amna Ahmed
Amira Nasser
Aya Mohamed
Fares El-Sadek
Mohammed Ahmed
Ahmed Salah
Youssef Sobhy
AI4EdSyDa
175
0
0
27 Aug 2025
Who Is Lagging Behind: Profiling Student Behaviors with Graph-Level Encoding in Curriculum-Based Online Learning Systems
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)
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
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
Enabling Multi-Agent Systems as Learning Designers: Applying Learning Sciences to AI Instructional Design
Jiayi Wang
Ruiwei Xiao
Xinying Hou
John Stamper
LLMAGAI4Ed
184
0
0
20 Aug 2025
Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction
Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction
Tao Wu
Jingyuan Chen
Wang Lin
Jian Zhan
Mengze Li
Kun Kuang
Fei Wu
AI4EdLRM
247
1
0
15 Aug 2025
Pattern-based Knowledge Component Extraction from Student Code Using Representation Learning
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
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
MemoryKT: An Integrative Memory-and-Forgetting Method for Knowledge Tracing
Mingrong Lin
Ke Deng
Zhengyang Wu
Zetao Zheng
Jie Li
KELMAI4Ed
183
1
0
11 Aug 2025
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