Large Language Models for Education: A Survey and Outlook

26 March 2024

Philip S. Yu

Papers citing "Large Language Models for Education: A Survey and Outlook"

22 / 22 papers shown

Title
Scratch Copilot: Supporting Youth Creative Coding with AI Stefania Druga Amy J. Ko 10 0 0 06 May 2025
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 T. Foster B. Blaiszik 31 0 0 05 May 2025
SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance Junfeng Jiao Jihyung Park Yiming Xu Kristen Sussman Lucy Atkinson 18 0 0 05 May 2025
A Domain-Agnostic Scalable AI Safety Ensuring Framework Beomjun Kim Kangyeon Kim Sunwoo Kim Heejin Ahn 38 0 0 29 Apr 2025
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 Yuning Wu Jiahao Mei M. Yan Chenliang Li Shaopeng Lai ... Zijia Wang J. Zhang Mengyue Wu Qin Jin Fei Huang 69 1 0 07 Mar 2025
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs Zixuan Weng Xiaolong Jin Jinyuan Jia X. Zhang AAML 43 0 0 27 Feb 2025
Fine-Tuned LLMs are "Time Capsules" for Tracking Societal Bias Through Books Sangmitra Madhusudan Robert D Morabito Skye Reid Nikta Gohari Sadr Ali Emami 56 0 0 07 Feb 2025
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 85 0 0 06 Feb 2025
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 36 1 0 24 Dec 2024
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 40 1 0 03 Oct 2024
LLMs in Education: Novel Perspectives, Challenges, and Opportunities Bashar Alhafni Sowmya Vajjala Stefano Banno Kaushal Kumar Maurya Ekaterina Kochmar AI4Ed 22 1 0 18 Sep 2024
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations Jiarui Rao Jionghao Lin AI4Ed 16 3 0 06 Jul 2024
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 33 4 0 14 Jun 2024
Dated Data: Tracing Knowledge Cutoffs in Large Language Models Jeffrey Cheng Marc Marone Orion Weller Dawn J Lawrie Daniel Khashabi Benjamin Van Durme 46 12 0 19 Mar 2024
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 101 215 0 29 Feb 2024
Challenges and Opportunities of Moderating Usage of Large Language Models in Education L. Krupp Steffen Steinert Maximilian Kiefer-Emmanouilidis Karina E. Avila P. Lukowicz Jochen Kuhn S. Küchemann Jakob Karolus 19 12 0 19 Dec 2023
AI-TA: Towards an Intelligent Question-Answer Teaching Assistant using Open-Source LLMs Yann Hicke Anmol Agarwal Qianou Ma Paul Denny AI4Ed 18 23 0 05 Nov 2023
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 42 62 0 15 Jun 2023
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 21 14 0 25 Oct 2022
Personalized Education in the AI Era: What to Expect Next? S. Maghsudi Andrew S. Lan Jie Xu Mihaela van der Schaar 11 65 0 19 Jan 2021
The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MT Jörg Tiedemann 160 163 0 13 Oct 2020