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Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

28 September 2023
Chrisantha Fernando
Dylan Banarse
Henryk Michalewski
Simon Osindero
Tim Rocktaschel
    LLMAG
    ReLM
    LRM
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Papers citing "Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution"

50 / 50 papers shown
Title
Evolutionary ecology of words
Evolutionary ecology of words
Reiji Suzuki
Takaya Arita
21
0
0
09 May 2025
MODP: Multi Objective Directional Prompting
MODP: Multi Objective Directional Prompting
Aashutosh Nema
Samaksh Gulati
Evangelos Giakoumakis
Bipana Thapaliya
LLMAG
49
0
0
25 Apr 2025
CAPO: Cost-Aware Prompt Optimization
CAPO: Cost-Aware Prompt Optimization
Tom Zehle
Moritz Schlager
Timo Heiß
Matthias Feurer
VLM
52
0
0
22 Apr 2025
MARFT: Multi-Agent Reinforcement Fine-Tuning
MARFT: Multi-Agent Reinforcement Fine-Tuning
Junwei Liao
Muning Wen
J. Wang
W. Zhang
OffRL
25
0
0
21 Apr 2025
Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning
Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning
Anja Surina
Amin Mansouri
Lars Quaedvlieg
Amal Seddas
Maryna Viazovska
Emmanuel Abbe
Çağlar Gülçehre
31
0
0
07 Apr 2025
Cognitive Prompts Using Guilford's Structure of Intellect Model
Cognitive Prompts Using Guilford's Structure of Intellect Model
Oliver Kramer
LRM
32
0
0
27 Mar 2025
ProAPO: Progressively Automatic Prompt Optimization for Visual Classification
ProAPO: Progressively Automatic Prompt Optimization for Visual Classification
Xiangyan Qu
Gaopeng Gou
Jiamin Zhuang
Jing Yu
Kun Song
Qihao Wang
Yili Li
Gang Xiong
VLM
75
0
0
13 Mar 2025
Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers
Rin Ashizawa
Yoichi Hirose
Nozomu Yoshinari
Kento Uchida
Shinichi Shirakawa
61
0
0
03 Mar 2025
An Interpretable Automated Mechanism Design Framework with Large Language Models
An Interpretable Automated Mechanism Design Framework with Large Language Models
Jiayuan Liu
Mingyu Guo
Vincent Conitzer
72
0
0
16 Feb 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly
EvoFlow: Evolving Diverse Agentic Workflows On The Fly
Guibin Zhang
Kaijie Chen
Guancheng Wan
Heng Chang
Hong Cheng
K. Wang
Shuyue Hu
Lei Bai
73
2
0
11 Feb 2025
Self-Supervised Prompt Optimization
Self-Supervised Prompt Optimization
Jinyu Xiang
Jiayi Zhang
Zhaoyang Yu
Fengwei Teng
Jinhao Tu
Xinbing Liang
Sirui Hong
Chenglin Wu
Yuyu Luo
OffRL
LRM
66
5
0
07 Feb 2025
Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization
Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt Optimization
Yuanye Liu
Jiahang Xu
Li Lyna Zhang
Qi Chen
Xuan Feng
Yang Chen
Zhongxin Guo
Yuqing Yang
Cheng Peng
80
2
0
06 Feb 2025
Irony Detection, Reasoning and Understanding in Zero-shot Learning
Irony Detection, Reasoning and Understanding in Zero-shot Learning
Peiling Yi
Yuhan Xia
54
0
0
28 Jan 2025
Will Systems of LLM Agents Cooperate: An Investigation into a Social Dilemma
Richard Willis
Yali Du
Joel Z. Leibo
Michael Luck
56
1
0
28 Jan 2025
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers
Xinyu Tang
Xiaolei Wang
Wayne Xin Zhao
Siyuan Lu
Yaliang Li
Ji-Rong Wen
LRM
49
13
0
28 Jan 2025
An Empirically-grounded tool for Automatic Prompt Linting and Repair: A Case Study on Bias, Vulnerability, and Optimization in Developer Prompts
Dhia Elhaq Rzig
Dhruba Jyoti Paul
Kaiser Pister
Jordan Henkel
Foyzul Hassan
75
0
0
21 Jan 2025
TAPO: Task-Referenced Adaptation for Prompt Optimization
TAPO: Task-Referenced Adaptation for Prompt Optimization
Wenxin Luo
W. Wang
Xiaopeng Li
Weibo Zhou
Pengyue Jia
Xiangyu Zhao
47
0
0
12 Jan 2025
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning
Xiangru Tang
Tianyu Hu
Muyang Ye
Yanjun Shao
Xunjian Yin
...
Pan Lu
Zhuosheng Zhang
Yilun Zhao
Arman Cohan
Mark B. Gerstein
LLMAG
LRM
AI4CE
62
5
0
11 Jan 2025
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games
BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games
Davide Paglieri
Bartłomiej Cupiał
Samuel Coward
Ulyana Piterbarg
Maciej Wolczyk
...
Lerrel Pinto
Rob Fergus
Jakob Foerster
Jack Parker-Holder
Tim Rocktaschel
LLMAG
LRM
106
10
0
20 Nov 2024
Denial-of-Service Poisoning Attacks against Large Language Models
Denial-of-Service Poisoning Attacks against Large Language Models
Kuofeng Gao
Tianyu Pang
Chao Du
Yong Yang
Shu-Tao Xia
Min-Bin Lin
SILM
AAML
54
4
0
14 Oct 2024
Survival of the Safest: Towards Secure Prompt Optimization through
  Interleaved Multi-Objective Evolution
Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution
Ankita Sinha
Wendi Cui
Kamalika Das
Jiaxin Zhang
AAML
23
2
0
12 Oct 2024
AgentSquare: Automatic LLM Agent Search in Modular Design Space
AgentSquare: Automatic LLM Agent Search in Modular Design Space
Yu Shang
Yu Li
Keyu Zhao
Likai Ma
J. Liu
Fengli Xu
Yong Li
LLMAG
42
9
0
08 Oct 2024
Unlocking Structured Thinking in Language Models with Cognitive
  Prompting
Unlocking Structured Thinking in Language Models with Cognitive Prompting
Oliver Kramer
Jill Baumann
ReLM
LRM
16
3
0
03 Oct 2024
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation
Han He
Qianchu Liu
Lei Xu
Chaitanya P. Shivade
Yi Zhang
S. Srinivasan
Katrin Kirchhoff
21
1
0
03 Oct 2024
Putting People in LLMs' Shoes: Generating Better Answers via Question Rewriter
Putting People in LLMs' Shoes: Generating Better Answers via Question Rewriter
Junhao Chen
Bowen Wang
Zhouqiang Jiang
Yuta Nakashima
41
1
0
20 Aug 2024
Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models
Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models
Somshubra Majumdar
Vahid Noroozi
Sean Narenthiran
Aleksander Ficek
Aleksander Ficek
Wasi Uddin Ahmad
Jocelyn Huang
Jagadeesh Balam
Boris Ginsburg
SyDa
47
2
0
29 Jul 2024
RoboMorph: Evolving Robot Morphology using Large Language Models
RoboMorph: Evolving Robot Morphology using Large Language Models
Kevin Qiu
Krzysztof Ciebiera
Krzysztof Ciebiera
Marek Cygan
Marek Cygan
Łukasz Kuciński
LM&Ro
45
0
0
11 Jul 2024
On the Transformations across Reward Model, Parameter Update, and
  In-Context Prompt
On the Transformations across Reward Model, Parameter Update, and In-Context Prompt
Deng Cai
Huayang Li
Tingchen Fu
Siheng Li
Weiwen Xu
...
Leyang Cui
Yan Wang
Lemao Liu
Taro Watanabe
Shuming Shi
KELM
26
2
0
24 Jun 2024
Efficient Evolutionary Search Over Chemical Space with Large Language Models
Efficient Evolutionary Search Over Chemical Space with Large Language Models
Haorui Wang
Marta Skreta
C. Ser
Wenhao Gao
Lingkai Kong
...
Yanqiao Zhu
Yuanqi Du
Alán Aspuru-Guzik
Kirill Neklyudov
Chao Zhang
37
11
0
23 Jun 2024
Open-Endedness is Essential for Artificial Superhuman Intelligence
Open-Endedness is Essential for Artificial Superhuman Intelligence
Edward Hughes
Michael Dennis
Jack Parker-Holder
Feryal M. P. Behbahani
Aditi Mavalankar
Yuge Shi
Tom Schaul
Tim Rocktaschel
LRM
32
18
0
06 Jun 2024
Detecting Fallacies in Climate Misinformation: A Technocognitive
  Approach to Identifying Misleading Argumentation
Detecting Fallacies in Climate Misinformation: A Technocognitive Approach to Identifying Misleading Argumentation
Francisco Zanartu
John Cook
Markus Wagner
Julian Garcia
29
2
0
14 May 2024
Evaluation of Few-Shot Learning for Classification Tasks in the Polish
  Language
Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language
Tsimur Hadeliya
D. Kajtoch
38
0
0
27 Apr 2024
A Survey on Self-Evolution of Large Language Models
A Survey on Self-Evolution of Large Language Models
Zhengwei Tao
Ting-En Lin
Xiancai Chen
Hangyu Li
Yuchuan Wu
Yongbin Li
Zhi Jin
Fei Huang
Dacheng Tao
Jingren Zhou
LRM
LM&Ro
49
21
0
22 Apr 2024
A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions
A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions
Hung Du
Srikanth Thudumu
Rajesh Vasa
K. Mouzakis
LLMAG
37
8
0
03 Feb 2024
When Large Language Models Meet Evolutionary Algorithms: Potential Enhancements and Challenges
When Large Language Models Meet Evolutionary Algorithms: Potential Enhancements and Challenges
Wang Chao
Jiaxuan Zhao
Licheng Jiao
Lingling Li
Fang Liu
Shuyuan Yang
59
13
0
19 Jan 2024
PROMISE: A Framework for Developing Complex Conversational Interactions
  (Technical Report)
PROMISE: A Framework for Developing Complex Conversational Interactions (Technical Report)
Wenyuan Wu
Jasmin Heierli
Max Meisterhans
Adrian Moser
Andri Farber
Mateusz Dolata
Elena Gavagnin
Alexandre de Spindler
Gerhard Schwabe
19
0
0
06 Dec 2023
Strings from the Library of Babel: Random Sampling as a Strong Baseline
  for Prompt Optimisation
Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation
Yao Lu
Jiayi Wang
Raphael Tang
Sebastian Riedel
Pontus Stenetorp
18
2
0
16 Nov 2023
A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking
  with Large Language Models
A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models
Shengyao Zhuang
Honglei Zhuang
Bevan Koopman
Guido Zuccon
30
21
0
14 Oct 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less
  Training Data and Smaller Model Sizes
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
Lokesh Nagalapatti
Chun-Liang Li
Chih-Kuan Yeh
Hootan Nakhost
Yasuhisa Fujii
Alexander Ratner
Ranjay Krishna
Chen-Yu Lee
Tomas Pfister
ALM
204
498
0
03 May 2023
Generative Agents: Interactive Simulacra of Human Behavior
Generative Agents: Interactive Simulacra of Human Behavior
J. Park
Joseph C. O'Brien
Carrie J. Cai
Meredith Ringel Morris
Percy Liang
Michael S. Bernstein
LM&Ro
AI4CE
215
1,701
0
07 Apr 2023
ReAct: Synergizing Reasoning and Acting in Language Models
ReAct: Synergizing Reasoning and Acting in Language Models
Shunyu Yao
Jeffrey Zhao
Dian Yu
Nan Du
Izhak Shafran
Karthik Narasimhan
Yuan Cao
LLMAG
ReLM
LRM
233
2,413
0
06 Oct 2022
Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango
Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango
Aman Madaan
Amir Yazdanbakhsh
LRM
141
115
0
16 Sep 2022
Large Language Models are Zero-Shot Reasoners
Large Language Models are Zero-Shot Reasoners
Takeshi Kojima
S. Gu
Machel Reid
Yutaka Matsuo
Yusuke Iwasawa
ReLM
LRM
291
4,048
0
24 May 2022
Instruction Induction: From Few Examples to Natural Language Task
  Descriptions
Instruction Induction: From Few Examples to Natural Language Task Descriptions
Or Honovich
Uri Shaham
Samuel R. Bowman
Omer Levy
ELM
LRM
110
133
0
22 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Xuezhi Wang
Jason W. Wei
Dale Schuurmans
Quoc Le
Ed H. Chi
Sharan Narang
Aakanksha Chowdhery
Denny Zhou
ReLM
BDL
LRM
AI4CE
297
3,163
0
21 Mar 2022
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
Replay-Guided Adversarial Environment Design
Replay-Guided Adversarial Environment Design
Minqi Jiang
Michael Dennis
Jack Parker-Holder
Jakob N. Foerster
Edward Grefenstette
Tim Rocktaschel
116
94
0
06 Oct 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming
  Few-Shot Prompt Order Sensitivity
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity
Yao Lu
Max Bartolo
Alastair Moore
Sebastian Riedel
Pontus Stenetorp
AILaw
LRM
277
1,114
0
18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning
The Power of Scale for Parameter-Efficient Prompt Tuning
Brian Lester
Rami Al-Rfou
Noah Constant
VPVLM
278
3,784
0
18 Apr 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit
  Reasoning Strategies
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
Mor Geva
Daniel Khashabi
Elad Segal
Tushar Khot
Dan Roth
Jonathan Berant
RALM
245
671
0
06 Jan 2021
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