Language Agents as Optimizable Graphs

26 February 2024

Papers citing "Language Agents as Optimizable Graphs"

21 / 21 papers shown

Title
OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents Raghav Thind Youran Sun Ling Liang Haizhao Yang LLMAG 31 0 0 23 Apr 2025
Probabilistic Reasoning with LLMs for k-anonymity Estimation Jonathan Zheng Sauvik Das Alan Ritter Wei-ping Xu 55 0 0 12 Mar 2025
RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code Dhruv Gautam Spandan Garg Jinu Jang Neel Sundaresan Roshanak Zilouchian Moghaddam LLMAG LRM 67 2 0 10 Mar 2025
The Society of HiveMind: Multi-Agent Optimization of Foundation Model Swarms to Unlock the Potential of Collective Intelligence Noah Mamie Susie Xi Rao LLMAG AI4CE 51 0 0 07 Mar 2025
Project Sid: Many-agent simulations toward AI civilization Altera. AL Andrew Ahn Nic Becker Stephanie Carroll Nico Christie ... Shuying Luo Peter Y Wang Mathew Willows Feitong Yang Guangyu Robert Yang LLMAG LM&Ro AI4CE 54 12 0 31 Oct 2024
Agent-as-a-Judge: Evaluate Agents with Agents Mingchen Zhuge Changsheng Zhao Dylan R. Ashley Wenyi Wang Dmitrii Khizbullin ... Raghuraman Krishnamoorthi Yuandong Tian Yangyang Shi Vikas Chandra Jürgen Schmidhuber ELM 57 32 0 14 Oct 2024
Connecting Dreams with Visual Brainstorming Instruction Yasheng Sun Bohan Li Mingchen Zhuge Deng-Ping Fan Salman Khan F. Khan Hideki Koike DiffM 27 0 0 14 Aug 2024
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents Kexun Zhang Weiran Yao Zuxin Liu Yihao Feng Zhiwei Liu ... Yingbo Zhou Shelby Heinecke Silvio Savarese Huan Wang Caiming Xiong LLMAG 30 16 0 13 Aug 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 71 24 0 05 Aug 2024
Symbolic Learning Enables Self-Evolving Agents Wangchunshu Zhou Yixin Ou Shengwei Ding Long Li Jialong Wu ... Shuai Wang Xiaohua Xu Ningyu Zhang Huajun Chen Yuchen Eleanor Jiang AI4CE LM&Ro LLMAG 26 24 0 26 Jun 2024
Trace is the New AutoDiff -- Unlocking Efficient Optimization of Computational Workflows Ching-An Cheng Allen Nie Adith Swaminathan AI4CE 26 1 0 23 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 35 2 0 14 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 54 42 0 11 Jun 2024
Data Interpreter: An LLM Agent For Data Science Sirui Hong Yizhang Lin Bang Liu Bangbang Liu Binhao Wu ... Xinbing Liang Yaying Fei Yuheng Cheng Zongze Xu Chenglin Wu LLMAG AI4CE 47 58 0 28 Feb 2024
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication Zhangyue Yin Qiushi Sun Cheng Chang Qipeng Guo Junqi Dai Xuanjing Huang Xipeng Qiu LRM 48 46 0 04 Dec 2023
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 Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 223 2,413 0 06 Oct 2022
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
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 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
Meta Learning Backpropagation And Improving It Louis Kirsch Jürgen Schmidhuber 40 56 0 29 Dec 2020