Language Model Crossover: Variation through Few-Shot Prompting

23 February 2023

Papers citing "Language Model Crossover: Variation through Few-Shot Prompting"

50 / 56 papers shown

Title
InnateCoder: Learning Programmatic Options with Foundation Models Rubens O. Moraes Quazi Asif Sadmine Hendrik Baier Levi H. S. Lelis OffRL 0 0 0 18 May 2025
Visual Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models: A Case Study of Influence Maximization Jie Zhao Kang Hao Cheong OffRL 31 0 0 11 May 2025
Evolutionary ecology of words Reiji Suzuki Takaya Arita 26 0 0 09 May 2025
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 48 0 0 07 May 2025
Algorithmic Prompt Generation for Diverse Human-like Teaming and Communication with Large Language Models Siddharth Srikanth Varun Bhatt Boshen Zhang Werner Hager Charles Michael Lewis Katia P. Sycara Aaquib Tabrez Stefanos Nikolaidis LLMAG 80 0 0 04 Apr 2025
Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack Cheng Wang Yiwei Wang Yujun Cai Bryan Hooi AAML 54 0 0 27 Mar 2025
Embedding Domain-Specific Knowledge from LLMs into the Feature Engineering Pipeline João Eduardo Batista 34 0 0 27 Mar 2025
LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers Nikhil Abhyankar Parshin Shojaee Chandan K. Reddy 61 0 0 18 Mar 2025
Decision Tree Induction Through LLMs via Semantically-Aware Evolution Tennison Liu Nicolas Huynh M. Schaar 63 0 0 18 Mar 2025
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu Haoyu Wang 41 0 0 08 Mar 2025
CoCoEvo: Co-Evolution of Programs and Test Cases to Enhance Code Generation Kefan Li Hongyue Yu Tingyu Guo Shijie Cao Yuan Yuan 47 0 0 15 Feb 2025
Learning Evolution via Optimization Knowledge Adaptation Chao Wang Licheng Jiao Jiaxuan Zhao Lingling Li Fang Liu Steve Yang 40 1 0 04 Jan 2025
LLM-Virus: Evolutionary Jailbreak Attack on Large Language Models Miao Yu Fan Zhang Yingjie Zhou Xing Fan Kun Wang Shirui Pan Qingsong Wen AAML 61 0 0 03 Jan 2025
Deep Insights into Automated Optimization with Large Language Models and Evolutionary Algorithms He Yu Jiaheng Liu 46 2 0 28 Oct 2024
In Context Learning and Reasoning for Symbolic Regression with Large Language Models Samiha Sharlin Tyler R. Josephson ReLM LLMAG LRM 47 1 0 22 Oct 2024
Large Language Model Aided Multi-objective Evolutionary Algorithm: a Low-cost Adaptive Approach Wei Liu Long Chen Zhenzhou Tang 25 3 0 03 Oct 2024
Symbolic Regression with a Learned Concept Library Arya Grayeli Atharva Sehgal Omar Costilla-Reyes Miles Cranmer Swarat Chaudhuri 64 11 0 14 Sep 2024
Automated Design of Agentic Systems Shengran Hu Cong Lu Jeff Clune AI4CE 42 41 0 15 Aug 2024
Grammar-based Game Description Generation using Large Language Models Tsunehiko Tanaka Edgar Simo-Serra 62 2 0 24 Jul 2024
Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models Rui Zhang Fei Liu Xi Lin Zhenkun Wang Zhichao Lu Qingfu Zhang 31 7 0 15 Jul 2024
LICO: Large Language Models for In-Context Molecular Optimization Tung Nguyen Aditya Grover 38 6 0 27 Jun 2024
Large Language Models as Surrogate Models in Evolutionary Algorithms: A Preliminary Study Hao Hao Xiaoqun Zhang Aimin Zhou ELM 38 9 0 15 Jun 2024
From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models Eleni Nisioti Claire Glanois Elias Najarro Andrew Dai Elliot Meyerson J. Pedersen Laetitia Teodorescu Conor F. Hayes Shyam Sudhakaran Sebastian Risi AI4CE LM&Ro 51 3 0 14 Jun 2024
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch Virginia Aglietti Ira Ktena Jessica Schrouff Eleni Sgouritsa Francisco J. R. Ruiz Alan Malek Alexis Bellot Silvia Chiappa 37 3 0 07 Jun 2024
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 37 21 0 06 Jun 2024
When Large Language Model Meets Optimization Sen Huang Kaixiang Yang Sheng Qi Rui Wang 55 8 0 16 May 2024
Position: Leverage Foundational Models for Black-Box Optimization Xingyou Song Yingtao Tian Robert Tjarko Lange Chansoo Lee Yujin Tang Yutian Chen 42 5 0 06 May 2024
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models Parshin Shojaee Kazem Meidani Shashank Gupta A. Farimani Chandan K. Reddy 42 15 0 29 Apr 2024
Large Language Models as In-context AI Generators for Quality-Diversity Bryan Lim Manon Flageat Antoine Cully 34 4 0 24 Apr 2024
Exploring the True Potential: Evaluating the Black-box Optimization Capability of Large Language Models Beichen Huang Xingyu Wu Yu Zhou Jibin Wu Liang Feng Ran Cheng Kay Chen Tan 58 12 0 09 Apr 2024
How Multimodal Integration Boost the Performance of LLM for Optimization: Case Study on Capacitated Vehicle Routing Problems Yuxiao Huang Wenjie Zhang Liang Feng Xingyu Wu Kay Chen Tan 44 10 0 04 Mar 2024
ICE-SEARCH: A Language Model-Driven Feature Selection Approach T. Yang Tim Tianyi Yang Fuyuan Lyu Shaoshan Liu Xue Xue Liu 36 4 0 28 Feb 2024
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts Mikayel Samvelyan Sharath Chandra Raparthy Andrei Lupu Eric Hambro Aram H. Markosyan ... Minqi Jiang Jack Parker-Holder Jakob Foerster Tim Rocktaschel Roberta Raileanu SyDa 80 62 0 26 Feb 2024
Tailoring Education with GenAI: A New Horizon in Lesson Planning K. Karpouzis Dimitris Pantazatos Joanna Taouki Kalliopi Meli 25 8 0 12 Feb 2024
Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models Feihu Jin Yifan Liu Ying Tan LRM ReLM LLMAG 12 11 0 08 Feb 2024
Large Language Models to Enhance Bayesian Optimization Tennison Liu Nicolás Astorga Nabeel Seedat M. Schaar 66 46 0 06 Feb 2024
SCAPE: Searching Conceptual Architecture Prompts using Evolution Soo Ling Lim Peter J Bentley Fuyuki Ishikawa 21 3 0 31 Jan 2024
When Large Language Models Meet Evolutionary Algorithms: Potential Enhancements and Challenges Wang Chao Jiaxuan Zhao Licheng Jiao Lingling Li Fang Liu Shuyuan Yang 75 13 0 19 Jan 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 51 59 0 18 Jan 2024
Evolving Code with A Large Language Model Erik Hemberg Stephen Moskal Una-May O’Reilly 24 26 0 13 Jan 2024
Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model Fei Liu Xialiang Tong Mingxuan Yuan Xi Lin Fu Luo Zhenkun Wang Zhichao Lu Qingfu Zhang VLM 40 55 0 04 Jan 2024
Algorithm Evolution Using Large Language Model Fei Liu Xialiang Tong Mingxuan Yuan Qingfu Zhang 24 39 0 26 Nov 2023
Large Language Model for Multi-objective Evolutionary Optimization Fei Liu Xi Lin Zhenkun Wang Shunyu Yao Xialiang Tong Mingxuan Yuan Qingfu Zhang 19 37 0 19 Oct 2023
Generative Calibration for In-context Learning Zhongtao Jiang Yuanzhe Zhang Cao Liu Jun Zhao Kang Liu 167 17 0 16 Oct 2023
ACES: Generating Diverse Programming Puzzles with with Autotelic Generative Models Julien Pourcel Cédric Colas Gaia Molinaro Pierre-Yves Oudeyer Laetitia Teodorescu 41 2 0 15 Oct 2023
An evolutionary model of personality traits related to cooperative behavior using a large language model Reiji Suzuki Takaya Arita LLMAG 15 21 0 03 Oct 2023
Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution Chrisantha Fernando Dylan Banarse Henryk Michalewski Simon Osindero Tim Rocktaschel LLMAG ReLM LRM 37 179 0 28 Sep 2023
Large Language Models as Optimizers Chengrun Yang Xuezhi Wang Yifeng Lu Hanxiao Liu Quoc V. Le Denny Zhou Xinyun Chen ODL 43 376 0 07 Sep 2023
EvoPrompting: Language Models for Code-Level Neural Architecture Search Angelica Chen David Dohan David R. So VLM LRM 26 83 0 28 Feb 2023
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 211 1,106 0 20 Sep 2022