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2505.17151
Cited By
Bayesian Optimization for Enhanced Language Models: Optimizing Acquisition Functions
22 May 2025
Zishuo Bao
Yibo Liu
Changyutao Qiu
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Papers citing
"Bayesian Optimization for Enhanced Language Models: Optimizing Acquisition Functions"
13 / 13 papers shown
Title
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
Chaeyun Jang
Hyungi Lee
Jungtaek Kim
Juho Lee
MoMe
136
4
0
11 Nov 2024
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
Han Shen
Pin-Yu Chen
Payel Das
Tianyi Chen
ALM
116
23
0
09 Oct 2024
Large Language Models to Enhance Bayesian Optimization
Tennison Liu
Nicolás Astorga
Nabeel Seedat
M. Schaar
156
59
0
06 Feb 2024
An Introduction to Bi-level Optimization: Foundations and Applications in Signal Processing and Machine Learning
Yihua Zhang
Prashant Khanduri
Ioannis C. Tsaknakis
Yuguang Yao
Min-Fong Hong
Sijia Liu
AI4CE
115
31
0
01 Aug 2023
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion
Dongfu Jiang
Xiang Ren
Bill Yuchen Lin
ELM
105
334
0
05 Jun 2023
Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces
Sam Daulton
David Eriksson
Maximilian Balandat
E. Bakshy
113
113
0
22 Sep 2021
RoBERTa: A Robustly Optimized BERT Pretraining Approach
Yinhan Liu
Myle Ott
Naman Goyal
Jingfei Du
Mandar Joshi
Danqi Chen
Omer Levy
M. Lewis
Luke Zettlemoyer
Veselin Stoyanov
AIMat
814
24,615
0
26 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLM
SSL
SSeg
1.9K
95,554
0
11 Oct 2018
BOHB: Robust and Efficient Hyperparameter Optimization at Scale
Stefan Falkner
Aaron Klein
Frank Hutter
BDL
245
1,102
0
04 Jul 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Alex Jinpeng Wang
Amanpreet Singh
Julian Michael
Felix Hill
Omer Levy
Samuel R. Bowman
ELM
1.2K
7,211
0
20 Apr 2018
Averaging Weights Leads to Wider Optima and Better Generalization
Pavel Izmailov
Dmitrii Podoprikhin
T. Garipov
Dmitry Vetrov
A. Wilson
FedML
MoMe
203
1,672
0
14 Mar 2018
Predictive Entropy Search for Multi-objective Bayesian Optimization
Daniel Hernández-Lobato
José Miguel Hernández-Lobato
Amar Shah
Ryan P. Adams
161
190
0
17 Nov 2015
Practical Bayesian Optimization of Machine Learning Algorithms
Jasper Snoek
Hugo Larochelle
Ryan P. Adams
395
8,002
0
13 Jun 2012
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