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Large Language Models for Automated Data Science: Introducing CAAFE for
  Context-Aware Automated Feature Engineering

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
ArXivPDFHTML

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
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
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
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
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
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
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
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
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
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
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
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
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