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2305.03403
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Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering
5 May 2023
Noah Hollmann
Samuel G. Müller
Frank Hutter
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ArXiv
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Papers citing
"Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering"
12 / 12 papers shown
Title
MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering
Rushi Qiang
Yuchen Zhuang
Yinghao Li
D. Kilman
Rongzhi Zhang
...
Ian Shu-Hei Wong
Sherry Yang
Percy Liang
Chao Zhang
Bo Dai
ELM
18
0
0
12 May 2025
Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming
Nanxu Gong
Xinyuan Wang
Wangyang Ying
Haoyue Bai
Sixun Dong
Haifeng Chen
Yanjie Fu
LLMAG
60
0
0
30 Apr 2025
Federated Automated Feature Engineering
Tom Overman
Diego Klabjan
FedML
72
1
0
05 Dec 2024
UniAutoML: A Human-Centered Framework for Unified Discriminative and Generative AutoML with Large Language Models
Jiayi Guo
Zan Chen
Yingrui Ji
Liyun Zhang
Daqin Luo
Zhigang Li
Yiqin Shen
HAI
14
0
0
09 Oct 2024
Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models
Joseph Lee
Shu Yang
Jae Young Baik
Xiaoxi Liu
Zhen Tan
...
Zixuan Wen
Bojian Hou
D. Duong-Tran
Tianlong Chen
Li Shen
44
1
0
02 Oct 2024
Automating Traffic Model Enhancement with AI Research Agent
Xusen Guo
Xinxi Yang
Mingxing Peng
Hongliang Lu
Meixin Zhu
Hai Yang
60
0
0
25 Sep 2024
Reinforcing Language Agents via Policy Optimization with Action Decomposition
Muning Wen
Ziyu Wan
Weinan Zhang
Jun Wang
Ying Wen
33
7
0
23 May 2024
ICE-SEARCH: A Language Model-Driven Feature Selection Approach
T. Yang
Tim Tianyi Yang
Fuyuan Lyu
Shaoshan Liu
Xue
Xue Liu
32
4
0
28 Feb 2024
Large Language Model Agent for Hyper-Parameter Optimization
Siyi Liu
Chen Gao
Yong Li
34
18
0
02 Feb 2024
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML
Hilde J. P. Weerts
Florian Pfisterer
Matthias Feurer
Katharina Eggensperger
Eddie Bergman
Noor H. Awad
Joaquin Vanschoren
Mykola Pechenizkiy
B. Bischl
Frank Hutter
FaML
31
17
0
15 Mar 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
315
8,261
0
28 Jan 2022
Fine-Tuning Language Models from Human Preferences
Daniel M. Ziegler
Nisan Stiennon
Jeff Wu
Tom B. Brown
Alec Radford
Dario Amodei
Paul Christiano
G. Irving
ALM
275
1,561
0
18 Sep 2019
1