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LLM Agents for Education: Advances and Applications

LLM Agents for Education: Advances and Applications

Zhendong Chu
Shen Wang
Jian Xie
Tinghui Zhu
Yibo Yan
Jinheng Ye
Aoxiao Zhong
Xuming Hu
Jing Liang
Philip S. Yu
Qingsong Wen
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Papers citing "LLM Agents for Education: Advances and Applications"

50 / 94 papers shown
Title
AgentDNS: A Root Domain Naming System for LLM Agents
AgentDNS: A Root Domain Naming System for LLM Agents
Enfang Cui
Yujun Cheng
Rui She
Dan Liu
Zhiyuan Liang
Minxin Guo
Tianzheng Li
Qian Wei
Wenjuan Xing
Zhijie Zhong
LLMAG
43
0
0
28 May 2025
LLM-Powered AI Agent Systems and Their Applications in Industry
LLM-Powered AI Agent Systems and Their Applications in Industry
Guannan Liang
Qianqian Tong
LLMAGLM&Ro
63
3
0
22 May 2025
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning
Yang Liu
Shengfang Zhai
Mingzhe Du
Yulin Chen
Tri Cao
...
Xuzhao Li
Kun Wang
Junfeng Fang
Jiaheng Zhang
Bryan Hooi
OffRLLRM
105
3
0
16 May 2025
Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach
Toward Personalizing Quantum Computing Education: An Evolutionary LLM-Powered Approach
Iizalaarab Elhaimeur
Nikos Chrisochoides
91
0
0
24 Apr 2025
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection
Yibo Yan
Shen Wang
Jiahao Huo
Philip S. Yu
Xuming Hu
Qingsong Wen
333
8
0
23 Mar 2025
TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding
TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding
Max Ku
Thomas Chong
Jonathan Leung
Krish Shah
Alvin Yu
Wenhu Chen
LRM
135
0
0
26 Feb 2025
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors
Jakub Macina
Nico Daheim
Ido Hakimi
Manu Kapur
Iryna Gurevych
Mrinmaya Sachan
ELM
108
4
0
26 Feb 2025
BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning
BioMaze: Benchmarking and Enhancing Large Language Models for Biological Pathway Reasoning
Haiteng Zhao
Chang Ma
FangZhi Xu
Lingpeng Kong
Zhi-Hong Deng
LRM
115
3
0
23 Feb 2025
Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents
Curie: Toward Rigorous and Automated Scientific Experimentation with AI Agents
Patrick Tser Jern Kon
Jiachen Liu
Qiuyi Ding
Yiming Qiu
Zhenning Yang
Yibo Huang
Jayanth Srinivasa
Myungjin Lee
Mosharaf Chowdhury
Ang Chen
96
6
0
22 Feb 2025
MLGym: A New Framework and Benchmark for Advancing AI Research Agents
MLGym: A New Framework and Benchmark for Advancing AI Research Agents
Deepak Nathani
Lovish Madaan
Nicholas Roberts
Nikolay Bashlykov
Ajay Menon
...
Tatiana Shavrina
Jakob Foerster
Yoram Bachrach
William Yang Wang
Roberta Raileanu
LLMAG
138
15
0
21 Feb 2025
From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education
From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education
Yi-Fan Zhang
Hang Li
D. Song
Lichao Sun
Tianlong Xu
Qingsong Wen
LLMAGLRM
135
2
0
20 Feb 2025
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning
Junkai Chen
Zhijie Deng
Kening Zheng
Yibo Yan
Shuliang Liu
PeiJun Wu
Peijie Jiang
Qingbin Liu
Xuming Hu
MU
98
8
0
18 Feb 2025
AI-VERDE: A Gateway for Egalitarian Access to Large Language Model-Based Resources For Educational Institutions
AI-VERDE: A Gateway for Egalitarian Access to Large Language Model-Based Resources For Educational Institutions
Paul Mithun
Enrique Noriega-Atala
Nirav Merchant
Edwin Skidmore
VLM
136
1
0
17 Feb 2025
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models
Hanxing Ding
Shuchang Tao
Liang Pang
Zihao Wei
Jinyang Gao
Bolin Ding
Huawei Shen
Xueqi Chen
LLMAGKELM
158
2
0
17 Feb 2025
Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation
Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation
Songlin Xu
Hao-Ning Wen
Hongyi Pan
Dallas Dominguez
Dongyin Hu
Xinyu Zhang
131
1
0
04 Feb 2025
Al-Khwarizmi: Discovering Physical Laws with Foundation Models
Al-Khwarizmi: Discovering Physical Laws with Foundation Models
Christopher E. Mower
Haitham Bou-Ammar
AI4CE
176
2
0
03 Feb 2025
Agent Laboratory: Using LLM Agents as Research Assistants
Agent Laboratory: Using LLM Agents as Research Assistants
Samuel Schmidgall
Yusheng Su
Zihan Wang
Xingwu Sun
Jialian Wu
Xiaodong Yu
Jiang Liu
Michael Moor
Zicheng Liu
Emad Barsoum
LLMAG
80
60
2
08 Jan 2025
LegalAgentBench: Evaluating LLM Agents in Legal Domain
LegalAgentBench: Evaluating LLM Agents in Legal Domain
Haoyang Li
Junjie Chen
Jingli Yang
Qingyao Ai
Wei Jia
...
Guozhi Yuan
Yiran Hu
Wuyue Wang
Yang Liu
Minlie Huang
LLMAGAILawELM
106
17
0
23 Dec 2024
Using Generative AI and Multi-Agents to Provide Automatic Feedback
Using Generative AI and Multi-Agents to Provide Automatic Feedback
Shuchen Guo
Ehsan Latif
Yimiao Zhou
Xuan Huang
Xiaoming Zhai
AI4CELLMAG
52
8
0
11 Nov 2024
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
Adam Fourney
Gagan Bansal
Hussein Mozannar
Cheng Tan
Eduardo Salinas
...
Victor C. Dibia
Ahmed Hassan Awadallah
Ece Kamar
Rafah Hosn
Saleema Amershi
AI4CELRMLLMAG
124
49
0
07 Nov 2024
AAAR-1.0: Assessing AI's Potential to Assist Research
AAAR-1.0: Assessing AI's Potential to Assist Research
Renze Lou
Hanzi Xu
Sijia Wang
Jiangshu Du
Ryo Kamoi
...
Xi Li
Kai Zhang
Congying Xia
Lifu Huang
Wenpeng Yin
128
7
0
29 Oct 2024
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
Ziming Li
Qianbo Zang
David Ma
Jiawei Guo
Tuney Zheng
...
Qingbin Liu
Wanjun Zhong
Wangchunshu Zhou
Wenhao Huang
Ge Zhang
69
21
0
27 Oct 2024
SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement
SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement
Antonis Antoniades
Albert Örwall
Kexun Zhang
Yuxi Xie
Anirudh Goyal
William Yang Wang
LLMAG
138
22
0
26 Oct 2024
Revealing the Barriers of Language Agents in Planning
Revealing the Barriers of Language Agents in Planning
Jian Xie
Kexun Zhang
Jiangjie Chen
Siyu Yuan
Kai Zhang
Yikai Zhang
Lei Li
Yanghua Xiao
LM&RoAIFinLRM
112
12
0
16 Oct 2024
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
Zonglin Yang
Wanhao Liu
Ben Gao
Tong Xie
You Li
Wanli Ouyang
Soujanya Poria
Min Zhang
Dongzhan Zhou
LRM
104
25
0
09 Oct 2024
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection
Yibo Yan
Shen Wang
Jiahao Huo
Hang Li
Yangqiu Song
...
Kun Wang
Hui Xiong
Philip S. Yu
Xuming Hu
Qingsong Wen
LRM
89
19
0
06 Oct 2024
TeachTune: Reviewing Pedagogical Agents Against Diverse Student Profiles with Simulated Students
TeachTune: Reviewing Pedagogical Agents Against Diverse Student Profiles with Simulated Students
Hyoungwook Jin
Minju Yoo
Jeongeon Park
Yokyung Lee
Xu Wang
Juho Kim
ELM
88
8
0
05 Oct 2024
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?
John Yang
Carlos E. Jimenez
Alex Zhang
K. Lieret
Joyce Yang
...
Gabriel Synnaeve
Karthik Narasimhan
Diyi Yang
Sida I. Wang
Ofir Press
74
37
0
04 Oct 2024
ELLMA-T: an Embodied LLM-agent for Supporting English Language Learning in Social VR
ELLMA-T: an Embodied LLM-agent for Supporting English Language Learning in Social VR
Mengxu Pan
Alexandra Kitson
Hongyu Wan
Mirjana Prpa
63
4
0
03 Oct 2024
AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction
AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction
Tianlong Xu
Yi-Fan Zhang
Zhendong Chu
Shen Wang
Qingsong Wen
67
10
0
14 Sep 2024
Language agents achieve superhuman synthesis of scientific knowledge
Language agents achieve superhuman synthesis of scientific knowledge
Michael D. Skarlinski
Sam Cox
Jon M. Laurent
James D. Braza
Michaela M. Hinks
M. Hammerling
Manvitha Ponnapati
Samuel G. Rodriques
Andrew D. White
ELMHILMALM
96
40
0
10 Sep 2024
TourSynbio: A Multi-Modal Large Model and Agent Framework to Bridge Text and Protein Sequences for Protein Engineering
TourSynbio: A Multi-Modal Large Model and Agent Framework to Bridge Text and Protein Sequences for Protein Engineering
Yiqing Shen
Zan Chen
Michail Mamalakis
Yungeng Liu
Tianbin Li
Yanzhou Su
Junjun He
Pietro Liò
Yu Guang Wang
LLMAG
82
9
0
27 Aug 2024
GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding
GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding
Yibo Yan
Joey Lee
LRM
98
7
0
21 Aug 2024
The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies
The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies
Feng He
Tianqing Zhu
Dayong Ye
Bo Liu
Wanlei Zhou
Philip S. Yu
PILMLLMAGELM
109
36
0
28 Jul 2024
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
Ruisheng Cao
Fangyu Lei
Haoyuan Wu
Jixuan Chen
Yeqiao Fu
...
Qian Liu
Victor Zhong
Lu Chen
Kai Yu
Tao Yu
114
24
0
15 Jul 2024
Agentless: Demystifying LLM-based Software Engineering Agents
Agentless: Demystifying LLM-based Software Engineering Agents
Chunqiu Steven Xia
Yinlin Deng
Soren Dunn
Lingming Zhang
LLMAG
96
118
0
01 Jul 2024
Fairness and Bias in Multimodal AI: A Survey
Fairness and Bias in Multimodal AI: A Survey
Tosin Adewumi
Lama Alkhaled
Namrata Gurung
G. V. Boven
Irene Pagliai
104
10
0
27 Jun 2024
The Effects of Embodiment and Personality Expression on Learning in LLM-based Educational Agents
The Effects of Embodiment and Personality Expression on Learning in LLM-based Educational Agents
Sinan Sonlu
Bennie Bendiksen
Funda Durupinar
U. Güdükbay
94
11
0
24 Jun 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
Jiangshu Du
Yibo Wang
Wenting Zhao
Zhongfen Deng
Shuaiqi Liu
...
Eduardo Blanco
Yixin Cao
Rui Zhang
Philip S. Yu
Wenpeng Yin
73
34
0
24 Jun 2024
Beyond Answers: Large Language Model-Powered Tutoring System in Physics Education for Deep Learning and Precise Understanding
Beyond Answers: Large Language Model-Powered Tutoring System in Physics Education for Deep Learning and Precise Understanding
Zhoumingju Jiang
Mengjun Jiang
AI4Ed
76
3
0
16 Jun 2024
From Words to Worlds: Transforming One-line Prompt into Immersive Multi-modal Digital Stories with Communicative LLM Agent
From Words to Worlds: Transforming One-line Prompt into Immersive Multi-modal Digital Stories with Communicative LLM Agent
Samuel S. Sohn
Danrui Li
Sen Zhang
Che-Jui Chang
Mubbasir Kapadia
LLMAGVGen
87
3
0
15 Jun 2024
DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
Peter Alexander Jansen
Marc-Alexandre Côté
Tushar Khot
Erin Bransom
Bhavana Dalvi Mishra
Bodhisattwa Prasad Majumder
Oyvind Tafjord
Peter Clark
LLMAG
74
30
0
10 Jun 2024
Artificial social influence via human-embodied AI agent interaction in immersive virtual reality (VR): Effects of similarity-matching during health conversations
Artificial social influence via human-embodied AI agent interaction in immersive virtual reality (VR): Effects of similarity-matching during health conversations
Sue Lim
Ralf Schmälzle
Gary Bente
26
9
0
08 Jun 2024
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models
Xiyu Wang
Yufei Wang
Satoshi Tsutsui
Weisi Lin
Bihan Wen
Alex C. Kot
81
6
0
20 May 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts
Minghao Wu
Jiahao Xu
Yulin Yuan
Gholamreza Haffari
Longyue Wang
Weihua Luo
Kaifu Zhang
LLMAG
171
27
0
20 May 2024
LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
Pingchuan Ma
Tsun-Hsuan Wang
Minghao Guo
Zhiqing Sun
Joshua B. Tenenbaum
Daniela Rus
Chuang Gan
Wojciech Matusik
AI4CE
82
31
0
16 May 2024
FOKE: A Personalized and Explainable Education Framework Integrating Foundation Models, Knowledge Graphs, and Prompt Engineering
FOKE: A Personalized and Explainable Education Framework Integrating Foundation Models, Knowledge Graphs, and Prompt Engineering
Silan Hu
Xiaoning Wang
AI4Ed
43
3
0
06 May 2024
A Survey on the Memory Mechanism of Large Language Model based Agents
A Survey on the Memory Mechanism of Large Language Model based Agents
Zeyu Zhang
Xiaohe Bo
Chen Ma
Rui Li
Xu Chen
Quanyu Dai
Jieming Zhu
Zhenhua Dong
Ji-Rong Wen
LLMAGKELM
85
142
0
21 Apr 2024
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Tianbao Xie
Danyang Zhang
Jixuan Chen
Xiaochuan Li
Siheng Zhao
...
Shuyan Zhou
Silvio Savarese
Caiming Xiong
Victor Zhong
Tao Yu
106
176
0
11 Apr 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems
Bin Lei
LLMAGAI4CE
55
18
0
06 Apr 2024

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