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A Comprehensive Survey on Pretrained Foundation Models: A History from
  BERT to ChatGPT

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT

18 February 2023
Ce Zhou
Qian Li
Chen Li
Jun Yu
Yixin Liu
Guan Wang
Kaichao Zhang
Cheng Ji
Qi Yan
Lifang He
Hao Peng
Jianxin Li
Hongzhi Zhang
Ziwei Liu
P. Xie
Caiming Xiong
Jian Pei
Philip S. Yu
U. Chicago
    AI4CE
ArXivPDFHTML

Papers citing "A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT"

16 / 16 papers shown
Title
TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations
Alan Arazi
Eilam Shapira
Roi Reichart
LMTD
107
0
0
23 May 2025
An empathic GPT-based chatbot to talk about mental disorders with Spanish teenagers
An empathic GPT-based chatbot to talk about mental disorders with Spanish teenagers
Alba María Mármol-Romero
Manuel García-Vega
Miguel Ángel García-Cumbreras
Arturo Montejo-Ráez
66
3
0
09 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook
Muyi Bao
Shuchang Lyu
Zhaoyang Xu
Huiyu Zhou
Jinchang Ren
Shiming Xiang
Xuelong Li
Guangliang Cheng
Mamba
140
0
0
01 May 2025
Towards Physics-Guided Foundation Models
Towards Physics-Guided Foundation Models
Majid Farhadloo
Arun Sharma
Mingzhou Yang
B. Jayaprakash
W. Northrop
Shashi Shekhar
AI4CE
54
0
0
20 Feb 2025
A Comprehensive Survey of Foundation Models in Medicine
A Comprehensive Survey of Foundation Models in Medicine
Wasif Khan
Seowung Leem
Kyle B. See
Joshua K. Wong
Shaoting Zhang
R. Fang
AI4CE
LM&MA
VLM
171
21
0
17 Jan 2025
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine
Hanguang Xiao
Feizhong Zhou
Xianglong Liu
Tianqi Liu
Zhipeng Li
Xin Liu
Xiaoxuan Huang
AILaw
LM&MA
LRM
82
22
0
31 Dec 2024
Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations
Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations
M. Germán-Morales
A. J. Rivera-Rivas
M. J. del Jesus Díaz
C. J. Carmona
AI4TS
AI4CE
139
0
0
15 Oct 2024
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models
Xiaochen Wang
Jiaqi Wang
Houping Xiao
Jianfei Chen
Fenglong Ma
MedIm
78
7
0
17 Aug 2024
On the Workflows and Smells of Leaderboard Operations (LBOps): An Exploratory Study of Foundation Model Leaderboards
On the Workflows and Smells of Leaderboard Operations (LBOps): An Exploratory Study of Foundation Model Leaderboards
Zhimin Zhao
A. A. Bangash
F. Côgo
Bram Adams
Ahmed E. Hassan
91
1
0
04 Jul 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art
Neeloy Chakraborty
Melkior Ornik
Katherine Driggs-Campbell
LRM
109
10
0
25 Mar 2024
Large Language Models: A Survey
Large Language Models: A Survey
Shervin Minaee
Tomas Mikolov
Narjes Nikzad
M. Asgari-Chenaghlu
R. Socher
Xavier Amatriain
Jianfeng Gao
ALM
LM&MA
ELM
164
389
0
09 Feb 2024
GOAT-Bench: Safety Insights to Large Multimodal Models through Meme-Based Social Abuse
GOAT-Bench: Safety Insights to Large Multimodal Models through Meme-Based Social Abuse
Hongzhan Lin
Ziyang Luo
Bo Wang
Ruichao Yang
Jing Ma
70
28
0
03 Jan 2024
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems
Guangjing Wang
Ce Zhou
Yuanda Wang
Bocheng Chen
Hanqing Guo
Qiben Yan
AAML
SILM
88
3
0
20 Nov 2023
netFound: Foundation Model for Network Security
netFound: Foundation Model for Network Security
Satyandra Guthula
Navya Battula
Roman Beltiukov
Wenbo Guo
Arpit Gupta
Inder Monga
54
15
0
25 Oct 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey
AI-Generated Content (AIGC) for Various Data Modalities: A Survey
Lin Geng Foo
Hossein Rahmani
Jing Liu
116
31
0
27 Aug 2023
End-to-End Augmentation Hyperparameter Tuning for Self-Supervised Anomaly Detection
End-to-End Augmentation Hyperparameter Tuning for Self-Supervised Anomaly Detection
Jaemin Yoo
Lingxiao Zhao
Leman Akoglu
46
4
0
21 Jun 2023
1