CleanAgent: Automating Data Standardization with LLM-based Agents

HoloClean: Holistic Data Repairs with Probabilistic Inference

Theodoros Rekatsinas, Xu Chu, Ihab F. Ilyas, and Christopher Ré. 2017 · 2017

Earlier work this paper cites.

ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions

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Sibei Chen, Hanbing Liu, Weiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, and Nan Tang. 2023 · 2023

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AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

Original

Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Shaokun Zhang, Erkang Zhu, Beibin Li, Li Jiang, Xiaoyun Zhang, and Chi Wang. 2023 · 2023

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The Rise and Potential of Large Language Model Based Agents: A Survey

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Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, Rui Zheng, Xiaoran Fan, Xiao Wang, Limao Xiong, Yuhao Zhou, Weiran Wang, Changhao Jiang, Yicheng Zou, Xiangyang Liu, Zhangyue Yin, Shihan Dou, Rongxiang Weng, Wensen Cheng, Qi Zhang, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huan, and Tao Gui. 2023 · 2023

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Db-gpt: Empowering database interactions with private large language models

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Siqiao Xue, Caigao Jiang, Wenhui Shi, Fangyin Cheng, Keting Chen, Hongjun Yang, Zhiping Zhang, Jianshan He, Hongyang Zhang, Ganglin Wei, et al · 2023

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RetClean: Retrieval-Based Tabular Data Cleaning Using LLMs and Data Lakes

Mohamed Y. Eltabakh, Zan Ahmad Naeem, Mohammad Shahmeer Ahmad, Mourad Ouzzani, and Nan Tang. 2024 · 2024

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pandas: powerful Python data analysis toolkit

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Data Cleaning Using Large Language Models

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Shuo Zhang, Zezhou Huang, and Eugene Wu. 2024 · 2024

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