LLMParser: An Exploratory Study on Using Large Language Models for Log
Parsing

LLMParser: An Exploratory Study on Using Large Language Models for Log Parsing

27 April 2024

Papers citing "LLMParser: An Exploratory Study on Using Large Language Models for Log Parsing"

14 / 14 papers shown

Title
TRAIL: Trace Reasoning and Agentic Issue Localization Darshan Deshpande Varun Gangal Hersh Mehta Jitin Krishnan Anand Kannappan Rebecca Qian 27 0 0 13 May 2025
System Log Parsing with Large Language Models: A Review Viktor Beck Max Landauer Markus Wurzenberger Florian Skopik Andreas Rauber 35 0 0 07 Apr 2025
Inducing Personality in LLM-Based Honeypot Agents: Measuring the Effect on Human-Like Agenda Generation Lewis Newsham Ryan Hyland Daniel Prince 63 1 0 25 Mar 2025
Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Vishwanath Seshagiri Siddharth Balyan Vaastav Anand Kaustubh Dhole Ishan Sharma Avani Wildani José Cambronero Andreas Züfle 92 2 0 04 Dec 2024
Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge Yuhe Ji Yilun Liu Feiyu Yao Minggui He Shimin Tao ... Xinhua Yang Weibin Meng Yuming Xie Boxing Chen Hao Yang 90 3 0 02 Dec 2024
Retrieval-Augmented Test Generation: How Far Are We? Jiho Shin Reem Aleithan Hadi Hemmati Song Wang 3DV 31 2 0 19 Sep 2024
Using Large Language Models for Template Detection from Security Event Logs Risto Vaarandi Hayretdin Bahsi 39 4 0 08 Sep 2024
A Comparative Study on Large Language Models for Log Parsing Merve Astekin Max Hort Leon Moonen 43 3 0 04 Sep 2024
LUK: Empowering Log Understanding with Expert Knowledge from Large Language Models Lipeng Ma Weidong Yang Sihang Jiang Ben Fei Mingjie Zhou Shuhao Li Bo Xu Bo Xu Yanghua Xiao 66 0 0 03 Sep 2024
CrashEventLLM: Predicting System Crashes with Large Language Models Priyanka Mudgal Bijan Arbab Swaathi Sampath Kumar 41 1 0 22 Jul 2024
Evaluating the Efficacy of Prompt-Engineered Large Multimodal Models Versus Fine-Tuned Vision Transformers in Image-Based Security Applications Fouad Trad Ali Chehab MLLM 34 2 0 26 Mar 2024
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 253 1,073 0 05 Oct 2022
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 279 1,124 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,924 0 31 Dec 2020