Simulating Classroom Education with LLM-Empowered Agents

CLASS: A design framework for building intelligent tutoring systems based on learning science principles

Shashank Sonkar, Naiming Liu, Debshila Mallick, and Richard Baraniuk. 2023 · 1961

Earlier work this paper cites.

Classroom interaction research: A survey of recent literature

Dean Schwanke. 1981 · 1981

Earlier work this paper cites.

Intelligent tutoring systems: an overview

Hyacinth S Nwana. 1990 · 1990

Earlier work this paper cites.

Teaching, as learning, in practice

Jean Lave. 1996 · 1996

Earlier work this paper cites.

Critical inquiry in a text-based environment: Computer conferencing in higher education

D Randy Garrison, Terry Anderson, and Walter Archer. 1999 · 1999

Earlier work this paper cites.

Researching the community of inquiry framework: Review, issues, and future directions

D Randy Garrison and J Ben Arbaugh. 2007 · 2007

Earlier work this paper cites.

The instructional process: a review of flanders’ interaction analysis in a classroom setting

Veronica O Amatari. 2015 · 2015

Earlier work this paper cites.

Exploiting cognitive structure for adaptive learning

Qi Liu, Shiwei Tong, Chuanren Liu, Hongke Zhao, Enhong Chen, Haiping Ma, and Shijin Wang. 2019 · 2019

Earlier work this paper cites.

Language models are few-shot learners

Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020 · 2020

Earlier work this paper cites.

A systematic review of automatic question generation for educational purposes

Ghader Kurdi, Jared Leo, Bijan Parsia, Uli Sattler, and Salam Al-Emari. 2020 · 2020

Earlier work this paper cites.

Retrieval-augmented generation for knowledge-intensive NLP tasks

Patrick S. H. Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, and Douwe Kiela. 2020 · 2020

Earlier work this paper cites.

Xdai: A tuning-free framework for exploiting pre-trained language models in knowledge grounded dialogue generation

Jifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Xinyu Guan, Jing Zhang, Lei Hou, Juanzi Li, and Jie Tang. 2022 · 2022

Earlier work this paper cites.

Using large language models to simulate multiple humans and replicate human subject studies

Gati V Aher, Rosa I Arriaga, and Adam Tauman Kalai. 2023 · 2023

Earlier work this paper cites.

Sparks of artificial general intelligence: Early experiments with gpt-4

Original

Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, and Yi Zhang. 2023 · 2023

Cited alongside, same era.

Empowering private tutoring by chaining large language models

Original

Yulin Chen, Ning Ding, Hai-Tao Zheng, Zhiyuan Liu, Maosong Sun, and Bowen Zhou. 2023 · 2023

Cited alongside, same era.

Chatgpt has entered the classroom: how llms could transform education

Andy Extance. 2023 · 2023

Cited alongside, same era.

S3: Social-network simulation system with large language model-empowered agents

Original

Chen Gao, Xiaochong Lan, Zhihong Lu, Jinzhu Mao, Jinghua Piao, Huandong Wang, Depeng Jin, and Yong Li. 2023 · 2023

Cited alongside, same era.

Metagpt: Meta programming for a multi-agent collaborative framework

Autogen: Enabling next-gen llm applications via multi-agent conversation

Original

Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Jiale Liu, Ahmed Hassan Awadallah, Ryen W White, Doug Burger, and Chi Wang. 2023 · 2023

Later among the works it cites.

The dawn of lmms: Preliminary explorations with gpt-4v(ision)

Original

Zhengyuan Yang, Linjie Li, Kevin Lin, Jianfeng Wang, Chung-Ching Lin, Zicheng Liu, and Lijuan Wang. 2023 · 2023

Later among the works it cites.

Classroom quantitative evaluation: A method of both formative and summative evaluation

Yi Zhang, Xiaoxia Wu, Cheng Zhu, and Jincheng Zhou. 2023 · 2023

Later among the works it cites.

Cooper: Coordinating specialized agents towards a complex dialogue goal

Yi Cheng, Wenge Liu, Jian Wang, Chak Tou Leong, Yi Ouyang, Wenjie Li, Xian Wu, and Yefeng Zheng. 2024 · 2024

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Chatglm: A family of large language models from glm-130b to glm-4 all tools