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CleanAgent: Automating Data Standardization with LLM-based Agents
13 March 2024
Danrui Qi
Zhengjie Miao
Jiannan Wang
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Papers citing
"CleanAgent: Automating Data Standardization with LLM-based Agents"
11 / 11 papers shown
InData: Towards Secure Multi-Step, Tool-Based Data Analysis
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14 Nov 2025
What's the next frontier for Data-centric AI? Data Savvy Agents
Nabeel Seedat
Jiashuo Liu
Mihaela van der Schaar
199
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02 Nov 2025
The FM Agent
Annan Li
Chufan Wu
Zengle Ge
Yee Hin Chong
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...
Quan Sun
Shunhao Yan
Danyu Liu
Dawei Yin
Dou Shen
LLMAG
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AI4CE
421
8
0
30 Oct 2025
A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
Yizhang Zhu
Liangwei Wang
Chenyu Yang
Xiaotian Lin
Boyan Li
...
Shaolei Zhang
Y. Zhang
Xuanhe Zhou
Guoliang Li
Yuyu Luo
AI4TS
247
16
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27 Oct 2025
Large Language Model-based Data Science Agent: A Survey
Ke Chen
Peiran Wang
Ke Chen
Xianyang Zhan
Haohan Wang
LLMAG
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AI4TS
LM&MA
AI4CE
840
14
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02 Aug 2025
Exploring LLM Agents for Cleaning Tabular Machine Learning Datasets
Tommaso Bendinelli
Artur Dox
Christian Holz
LLMAG
291
13
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09 Mar 2025
DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing
Proceedings of the VLDB Endowment (PVLDB), 2024
Shreya Shankar
Tristan Chambers
Eugene Wu
Aditya G. Parameswaran
Eugene Wu
LLMAG
459
50
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16 Oct 2024
Mitigating Gender Bias in Code Large Language Models via Model Editing
Zhan Qin
Haochuan Wang
Zecheng Wang
Deyuan Liu
Cunhang Fan
Zhao Lv
Zhiying Tu
Dianhui Chu
Dianbo Sui
KELM
252
3
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10 Oct 2024
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models
Siqiao Xue
Danrui Qi
Caigao Jiang
Wenhui Shi
Fangyin Cheng
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Fan Zhou
Hong Yi
Shaodong Liu
Hongjun Yang
Faqiang Chen
LM&MA
LLMAG
307
12
0
16 Apr 2024
The Rise and Potential of Large Language Model Based Agents: A Survey
Zhiheng Xi
Wenxiang Chen
Xin Guo
Wei He
Yiwen Ding
...
Wenjuan Qin
Yongyan Zheng
Xipeng Qiu
Xuanjing Huan
Tao Gui
LM&MA
LM&Ro
3DV
AI4CE
937
1,643
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14 Sep 2023
ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions
Sibei Chen
Han-Chih Liu
Weiting Jin
Xiangyu Sun
Xiaoyao Feng
Ju Fan
Xiaoyong Du
Nan Tang
153
3
0
07 Apr 2023
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