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Large Language Models for Education: A Survey and Outlook

Large Language Models for Education: A Survey and Outlook

26 March 2024
Shen Wang
Tianlong Xu
Hang Li
Chaoli Zhang
Joleen Liang
Jiliang Tang
Philip S. Yu
Qingsong Wen
    AI4Ed
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Papers citing "Large Language Models for Education: A Survey and Outlook"

27 / 27 papers shown
Title
Leveraging Graph Retrieval-Augmented Generation to Support Learners' Understanding of Knowledge Concepts in MOOCs
Leveraging Graph Retrieval-Augmented Generation to Support Learners' Understanding of Knowledge Concepts in MOOCs
Mohamed Abdelmagied
Mohamed Amine Chatti
Shoeb Joarder
Qurat Ul Ain
R. Alatrash
AI4Ed
29
0
0
15 May 2025
The Promise and Limits of LLMs in Constructing Proofs and Hints for Logic Problems in Intelligent Tutoring Systems
The Promise and Limits of LLMs in Constructing Proofs and Hints for Logic Problems in Intelligent Tutoring Systems
Sutapa Dey Tithi
Arun Kumar Ramesh
Clara DiMarco
Xiaoyi Tian
Nazia Alam
Kimia Fazeli
Tiffany Barnes
LRM
29
0
0
07 May 2025
Scratch Copilot: Supporting Youth Creative Coding with AI
Scratch Copilot: Supporting Youth Creative Coding with AI
Stefania Druga
Amy J. Ko
17
0
0
06 May 2025
SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance
SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance
Junfeng Jiao
Jihyung Park
Yiming Xu
Kristen Sussman
Lucy Atkinson
35
0
0
05 May 2025
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery
Yoel Zimmermann
Adib Bazgir
Alexander H Al-Feghali
Mehrad Ansari
L. C. Brinson
...
Shang Zhu
Jan Janssen
Calvin Li
Ian Foster
Ben Blaiszik
64
0
0
05 May 2025
A Domain-Agnostic Scalable AI Safety Ensuring Framework
A Domain-Agnostic Scalable AI Safety Ensuring Framework
Beomjun Kim
Kangyeon Kim
Sunwoo Kim
Heejin Ahn
55
0
0
29 Apr 2025
LLM-based Automated Grading with Human-in-the-Loop
LLM-based Automated Grading with Human-in-the-Loop
Hang Li
Yucheng Chu
Kaiqi Yang
Yasemin Copur-Gencturk
Jiliang Tang
AI4Ed
ELM
59
0
0
07 Apr 2025
WritingBench: A Comprehensive Benchmark for Generative Writing
WritingBench: A Comprehensive Benchmark for Generative Writing
Yuning Wu
Jiahao Mei
M. Yan
Chenliang Li
Shaopeng Lai
...
Zijia Wang
Junzhe Zhang
Mengyue Wu
Qin Jin
Fei Huang
77
3
0
07 Mar 2025
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs
Zixuan Weng
Xiaolong Jin
Jinyuan Jia
Xiaotian Zhang
AAML
149
0
0
27 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
LLMAG
LRM
93
2
0
20 Feb 2025
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education
Yanhao Jia
Xinyi Wu
Hao Li
Qinglin Zhang
Yuxiao Hu
Shuai Zhao
Wenqi Fan
48
2
0
09 Feb 2025
Fine-Tuned LLMs are "Time Capsules" for Tracking Societal Bias Through Books
Fine-Tuned LLMs are "Time Capsules" for Tracking Societal Bias Through Books
Sangmitra Madhusudan
Robert D Morabito
Skye Reid
Nikta Gohari Sadr
Ali Emami
61
0
0
07 Feb 2025
VTutor: An Open-Source SDK for Generative AI-Powered Animated Pedagogical Agents with Multi-Media Output
VTutor: An Open-Source SDK for Generative AI-Powered Animated Pedagogical Agents with Multi-Media Output
Eason Chen
Chengyu Lin
Xinyi Tang
Aprille J. Xi
Canwen Wang
Jionghao Lin
Kenneth R. Koedinger
97
1
0
06 Feb 2025
A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education
A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education
Ziqing Li
Mutlu Cukurova
Sahan Bulathwela
33
3
0
10 Jan 2025
LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment
LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment
Binrui Zeng
Bin Ji
Xiaodong Liu
Jie Yu
Shasha Li
Jun Ma
Xiaopeng Li
Shangwen Wang
Xinran Hong
Yongtao Tang
MQ
42
1
0
24 Dec 2024
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure
Romain Puech
Jakub Macina
Julia Chatain
Mrinmaya Sachan
Manu Kapur
AI4Ed
42
1
0
03 Oct 2024
LLMs in Education: Novel Perspectives, Challenges, and Opportunities
LLMs in Education: Novel Perspectives, Challenges, and Opportunities
Bashar Alhafni
Sowmya Vajjala
Stefano Banno
Kaushal Kumar Maurya
Ekaterina Kochmar
AI4Ed
43
1
0
18 Sep 2024
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations
Jiarui Rao
Jionghao Lin
AI4Ed
29
3
0
06 Jul 2024
A Survey on Large Language Models from General Purpose to Medical
  Applications: Datasets, Methodologies, and Evaluations
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations
Jinqiang Wang
Huansheng Ning
Yi Peng
Qikai Wei
Daniel Tesfai
Wenwei Mao
Tao Zhu
Runhe Huang
LM&MA
AI4MH
ELM
44
5
0
14 Jun 2024
Dated Data: Tracing Knowledge Cutoffs in Large Language Models
Dated Data: Tracing Knowledge Cutoffs in Large Language Models
Jeffrey Cheng
Marc Marone
Orion Weller
Dawn J Lawrie
Daniel Khashabi
Benjamin Van Durme
59
13
0
19 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey
Retrieval-Augmented Generation for AI-Generated Content: A Survey
Penghao Zhao
Hailin Zhang
Qinhan Yu
Zhengren Wang
Yunteng Geng
Fangcheng Fu
Ling Yang
Wentao Zhang
Jie Jiang
Bin Cui
3DV
115
228
0
29 Feb 2024
Challenges and Opportunities of Moderating Usage of Large Language
  Models in Education
Challenges and Opportunities of Moderating Usage of Large Language Models in Education
Lars Krupp
Steffen Steinert
Maximilian Kiefer-Emmanouilidis
Karina E. Avila
Paul Lukowicz
Jochen Kuhn
S. Küchemann
Jakob Karolus
31
12
0
19 Dec 2023
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using
  Open-Source LLMs
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMs
Yann Hicke
Anmol Agarwal
Qianou Ma
Paul Denny
AI4Ed
34
24
0
05 Nov 2023
Thrilled by Your Progress! Large Language Models (GPT-4) No Longer
  Struggle to Pass Assessments in Higher Education Programming Courses
Thrilled by Your Progress! Large Language Models (GPT-4) No Longer Struggle to Pass Assessments in Higher Education Programming Courses
Jaromír Šavelka
Arav Agarwal
Marshall An
Chris Bogart
M. Sakr
ELM
53
106
0
15 Jun 2023
Learning to Reuse Distractors to support Multiple Choice Question
  Generation in Education
Learning to Reuse Distractors to support Multiple Choice Question Generation in Education
Semere Kiros Bitew
Amir Hadifar
Lucas Sterckx
Johannes Deleu
Chris Develder
Thomas Demeester
AI4Ed
37
14
0
25 Oct 2022
Personalized Education in the AI Era: What to Expect Next?
Personalized Education in the AI Era: What to Expect Next?
S. Maghsudi
Andrew S. Lan
Jie Xu
Mihaela van der Schaar
19
130
0
19 Jan 2021
The Tatoeba Translation Challenge -- Realistic Data Sets for Low
  Resource and Multilingual MT
The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MT
Jörg Tiedemann
168
164
0
13 Oct 2020
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