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Which LLM to Play? Convergence-Aware Online Model Selection with
  Time-Increasing Bandits

Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits

11 March 2024
Yu Xia
Fang-yuan Kong
Tong Yu
Liya Guo
Ryan Rossi
Sungchul Kim
Shuai Li
ArXiv (abs)PDFHTML

Papers citing "Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits"

8 / 8 papers shown
Title
Arch-Router: Aligning LLM Routing with Human Preferences
Arch-Router: Aligning LLM Routing with Human Preferences
Co Tran
Salman Paracha
Adil Hafeez
Shuguang Chen
38
0
0
19 Jun 2025
EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance
EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance
Heejae Suh
Yejin Jeon
Deokhyung Kang
Taehee Park
Yejin Min
Gary Lee
LLMSV
54
0
0
22 May 2025
LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead
LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead
Yifan Zhang
Xinkui Zhao
Zuxin Wang
Guanjie Cheng
Yueshen Xu
Shuiguang Deng
Yuxiang Cai
97
0
0
22 May 2025
Multi-Armed Bandits Meet Large Language Models
Multi-Armed Bandits Meet Large Language Models
Djallel Bouneffouf
Raphael Feraud
125
0
0
19 May 2025
From Selection to Generation: A Survey of LLM-based Active Learning
From Selection to Generation: A Survey of LLM-based Active Learning
Yu Xia
Subhojyoti Mukherjee
Zhouhang Xie
Junda Wu
Xintong Li
...
Namyong Park
T. Nguyen
Jiebo Luo
Ryan Rossi
Julian McAuley
124
1
0
17 Feb 2025
All models are wrong, some are useful: Model Selection with Limited
  Labels
All models are wrong, some are useful: Model Selection with Limited Labels
Patrik Okanovic
Andreas Kirsch
Jannes Kasper
Torsten Hoefler
Andreas Krause
Nezihe Merve Gürel
VLM
47
1
0
17 Oct 2024
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs
Yu Xia
Rui Wang
Xu Liu
Mingyan Li
Tong Yu
Xiang Chen
Julian McAuley
Shuai Li
LRM
136
22
0
24 Apr 2024
Hallucination Diversity-Aware Active Learning for Text Summarization
Hallucination Diversity-Aware Active Learning for Text Summarization
Yu Xia
Xu Liu
Tong Yu
Sungchul Kim
Ryan Rossi
Anup B. Rao
Tung Mai
Shuai Li
HILM
66
3
0
02 Apr 2024
1