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Black-Box Prompt Optimization: Aligning Large Language Models without Model Training
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Black-Box Prompt Optimization: Aligning Large Language Models without Model Training

Jiale Cheng
Xiao Liu
Kehan Zheng
Pei Ke
Hongning Wang
Yuxiao Dong
Jie Tang
Minlie Huang
ArXiv (abs)PDFHTMLGithub (320★)

Papers citing "Black-Box Prompt Optimization: Aligning Large Language Models without Model Training"

19 / 19 papers shown
Title
CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention
CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention
Yuxi Sun
Aoqi Zuo
Wei Gao
Jing Ma
55
0
0
31 May 2025
Tournament of Prompts: Evolving LLM Instructions Through Structured Debates and Elo Ratings
Tournament of Prompts: Evolving LLM Instructions Through Structured Debates and Elo Ratings
Anirudh Nair
Adi Banerjee
Laurent Mombaerts
Matthew Hagen
Tarik Borogovac
47
0
0
30 May 2025
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models
Chenzhuo Zhao
Ziqian Liu
Xingda Wang
Junting Lu
Chaoyi Ruan
109
0
0
22 May 2025
Adaptive Plan-Execute Framework for Smart Contract Security Auditing
Adaptive Plan-Execute Framework for Smart Contract Security Auditing
Zhiyuan Wei
Jing Sun
Zijian Zhang
Zhe Hou
Zixiao Zhao
206
0
0
21 May 2025
Rethinking Prompt Optimizers: From Prompt Merits to Optimization
Rethinking Prompt Optimizers: From Prompt Merits to Optimization
Zixiao Zhu
Hanzhang Zhou
Zijian Feng
Tianjiao Li
Chua Jia Jim Deryl
Mak Lee Onn
Gee Wah Ng
Kezhi Mao
LRM
162
0
0
15 May 2025
Safety in Large Reasoning Models: A Survey
Safety in Large Reasoning Models: A Survey
Cheng Wang
Yang Liu
Yangqiu Song
Duzhen Zhang
Hao Sun
...
Shengju Yu
Xinfeng Li
Junfeng Fang
Jiaheng Zhang
Bryan Hooi
LRM
488
14
0
24 Apr 2025
A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models
A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models
Zhouhang Xie
Junda Wu
Yiran Shen
Yu Xia
Xintong Li
...
Sachin Kumar
Bodhisattwa Prasad Majumder
Jingbo Shang
Prithviraj Ammanabrolu
Julian McAuley
177
1
0
09 Apr 2025
ConSCompF: Consistency-focused Similarity Comparison Framework for Generative Large Language Models
ConSCompF: Consistency-focused Similarity Comparison Framework for Generative Large Language Models
Alexey Karev
Dong Xu
162
0
0
18 Mar 2025
Green Prompting
Green Prompting
Marta Adamska
Daria Smirnova
Hamid Nasiri
Zhengxin Yu
Peter Garraghan
541
1
0
09 Mar 2025
DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models
DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models
Ruizhe Chen
Wenhao Chai
Zhifei Yang
Xiaotian Zhang
Qiufeng Wang
Tony Q.S. Quek
Soujanya Poria
Zuozhu Liu
144
1
0
06 Mar 2025
A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm
A Survey of Automatic Prompt Optimization with Instruction-focused Heuristic-based Search Algorithm
Wendi Cui
Jiaxin Zhang
Hao Sun
Damien Lopez
Damien Lopez
Kamalika Das
Sricharan Kumar
Sricharan Kumar
93
1
0
26 Feb 2025
GuardReasoner: Towards Reasoning-based LLM Safeguards
Yue Liu
Hongcheng Gao
Shengfang Zhai
Jun Xia
Tianyi Wu
Zhiwei Xue
Yuxiao Chen
Kenji Kawaguchi
Jiaheng Zhang
Bryan Hooi
AI4TSLRM
290
26
0
30 Jan 2025
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback
Yafu Li
Xuyang Hu
Xiaoye Qu
Linjie Li
Yu Cheng
132
8
0
22 Jan 2025
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
Jiale Cheng
Xiao-Chang Liu
C. Wang
Xiaotao Gu
Yaojie Lu
Dan Zhang
Yuxiao Dong
J. Tang
Hongning Wang
Minlie Huang
LRM
192
4
0
16 Dec 2024
Steering Large Language Models between Code Execution and Textual Reasoning
Steering Large Language Models between Code Execution and Textual Reasoning
Yongchao Chen
Harsh Jhamtani
Srinagesh Sharma
Chuchu Fan
Chi Wang
LLMAGLRM
189
9
0
04 Oct 2024
Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts
Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts
Ming Wang
Yuanzhong Liu
Xiaoyu Liang
Yijie Huang
Daling Wang
...
Sijia Shen
Shi Feng
Xiaoming Zhang
Chaofeng Guan
Yifei Zhang
73
2
0
20 Sep 2024
Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement
Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement
Zisu Huang
Xiaohua Wang
Feiran Zhang
Zhibo Xu
Cenyuan Zhang
Qi Qian
Xiaoqing Zheng
Xuanjing Huang
AAMLLRM
126
4
0
01 Jul 2024
GPTA: Generative Prompt Tuning Assistant for Synergistic Downstream Neural Network Enhancement with LLMs
GPTA: Generative Prompt Tuning Assistant for Synergistic Downstream Neural Network Enhancement with LLMs
Xiao Liu
Jiawei Zhang
91
0
0
29 Mar 2024
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning
Rajasekhar Reddy Mekala
Yasaman Razeghi
Sameer Singh
LRM
101
11
0
16 Sep 2023

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