From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future

From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future

5 August 2024

Papers citing "From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future"

14 / 14 papers shown

Title
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen J. Wang W. Zhang OffRL 17 0 0 21 Apr 2025
Programming with Pixels: Computer-Use Meets Software Engineering Pranjal Aggarwal Sean Welleck 24 0 0 24 Feb 2025
Dynamic Multi-Agent Orchestration and Retrieval for Multi-Source Question-Answer Systems using Large Language Models Antony Seabra Claudio Cavalcante Joao Nepomuceno Lucas Lago Nicolaas Ruberg Sergio Lifschitz 39 2 0 23 Dec 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 44 32 0 14 Oct 2024
COOL: Efficient and Reliable Chain-Oriented Objective Logic with Neural Networks Feedback Control for Program Synthesis Jipeng Han 18 0 0 02 Oct 2024
RGD: Multi-LLM Based Agent Debugger via Refinement and Generation Guidance Haolin Jin Zechao Sun Huaming Chen LLMAG 34 2 0 02 Oct 2024
SuperCoder2.0: Technical Report on Exploring the feasibility of LLMs as Autonomous Programmer Anmol Gautam Kishore Kumar Adarsh Jha Mukunda NS Ishaan Bhola 31 1 0 17 Sep 2024
Typography Leads Semantic Diversifying: Amplifying Adversarial Transferability across Multimodal Large Language Models Hao-Ran Cheng Erjia Xiao Jiahang Cao Le Yang Kaidi Xu Jindong Gu Renjing Xu AAML 35 7 0 30 May 2024
LLM Agents can Autonomously Exploit One-day Vulnerabilities Richard Fang R. Bindu Akul Gupta Daniel Kang SILM LLMAG 59 52 0 11 Apr 2024
Engineering Safety Requirements for Autonomous Driving with Large Language Models Ali Nouri Beatriz Cabrero Daniel Fredrik Törner H.akan Sivencrona Christian Berger 29 8 0 24 Mar 2024
CoverUp: Effective High Coverage Test Generation for Python Juan Altmayer Pizzorno E. Berger 30 0 0 24 Mar 2024
LLM Based Multi-Agent Generation of Semi-structured Documents from Semantic Templates in the Public Administration Domain Emanuele Musumeci Michele Brienza Vincenzo Suriani Daniele Nardi D. Bloisi LLMAG 39 6 0 21 Feb 2024
More Agents Is All You Need Junyou Li Qin Zhang Yangbin Yu Qiang Fu Deheng Ye LLMAG 121 57 0 03 Feb 2024
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 313 8,261 0 28 Jan 2022