Exploring Autonomous Agents through the Lens of Large Language Models: A Review

5 April 2024

Papers citing "Exploring Autonomous Agents through the Lens of Large Language Models: A Review"

19 / 19 papers shown

Title
Assessing and Enhancing the Robustness of LLM-based Multi-Agent Systems Through Chaos Engineering Joshua Owotogbe LLMAG 45 0 0 06 May 2025
Fine-Tuning LLMs for Low-Resource Dialect Translation: The Case of Lebanese Silvana Yakhni Ali Chehab 31 0 0 30 Apr 2025
Evolution of AI in Education: Agentic Workflows Firuz Kamalov David Santandreu Calonge Linda Smail Dilshod Azizov Dimple R. Thadani Theresa Kwong Amara Atif 40 0 0 25 Apr 2025
Toward a Human-Centered Evaluation Framework for Trustworthy LLM-Powered GUI Agents C. L. P. Chen Zhiping Zhang Ibrahim Khalilov Bingcan Guo Simret Araya Gebreegziabher Yanfang Ye Ziang Xiao Yaxing Yao Tianshi Li T. Li LLMAG ELM 87 0 0 24 Apr 2025
PyGen: A Collaborative Human-AI Approach to Python Package Creation Saikat Barua Mostafizur Rahman Md Jafor Sadek Rafiul Islam Shehnaz Khaled Md. Shohrab Hossain 32 1 0 13 Nov 2024
CURATe: Benchmarking Personalised Alignment of Conversational AI Assistants Lize Alberts Benjamin Ellis Andrei Lupu Jakob Foerster ELM 34 0 0 28 Oct 2024
AgentLens: Visual Analysis for Agent Behaviors in LLM-based Autonomous Systems Jiaying Lu Bo Pan Jieyi Chen Yingchaojie Feng Jingyuan Hu Yuchen Peng Wei Chen 21 13 0 14 Feb 2024
LimSim++: A Closed-Loop Platform for Deploying Multimodal LLMs in Autonomous Driving Daocheng Fu Wenjie Lei Licheng Wen Pinlong Cai Song Mao Min Dou Botian Shi Yu Qiao 31 6 0 02 Feb 2024
LLM in a flash: Efficient Large Language Model Inference with Limited Memory Keivan Alizadeh-Vahid Iman Mirzadeh Dmitry Belenko Karen Khatamifard Minsik Cho C. C. D. Mundo Mohammad Rastegari Mehrdad Farajtabar 68 104 0 12 Dec 2023
Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction C.A.I. Peng Xi Yang Kaleb E. Smith Zehao Yu Aokun Chen Jiang Bian Yonghui Wu VLM LRM 16 28 0 10 Oct 2023
Emergent autonomous scientific research capabilities of large language models Daniil A. Boiko R. MacKnight Gabe Gomes ELM LM&Ro AI4CE LLMAG 101 115 0 11 Apr 2023
Diversity-Aware Meta Visual Prompting Qidong Huang Xiaoyi Dong Dongdong Chen Weiming Zhang Feifei Wang Gang Hua Neng H. Yu VLM VPVLM 30 52 0 14 Mar 2023
A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges Xuansheng Wu Kaixiong Zhou Mingchen Sun Xin Wang Ninghao Liu 36 12 0 13 Mar 2023
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages Yu Zhang Wei Han James Qin Yongqiang Wang Ankur Bapna ... Pedro J. Moreno Chung-Cheng Chiu J. Schalkwyk Franccoise Beaufays Yonghui Wu VLM 77 249 0 02 Mar 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 208 2,413 0 06 Oct 2022
The Vendi Score: A Diversity Evaluation Metric for Machine Learning Dan Friedman Adji Bousso Dieng EGVM 73 107 0 05 Oct 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
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 273 1,561 0 18 Sep 2019