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"

13 / 13 papers shown

Title
SoK: LLM-based Log Parsing Viktor Beck Max Landauer Markus Wurzenberger Florian Skopik Andreas Rauber 26 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 42 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 1 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 65 2 0 02 Dec 2024
Retrieval-Augmented Test Generation: How Far Are We? Jiho Shin Reem Aleithan Hadi Hemmati Song Wang 3DV 11 2 0 19 Sep 2024
Using Large Language Models for Template Detection from Security Event Logs Risto Vaarandi Hayretdin Bahsi 18 3 0 08 Sep 2024
A Comparative Study on Large Language Models for Log Parsing Merve Astekin Max Hort Leon Moonen 35 0 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 38 0 0 03 Sep 2024
CrashEventLLM: Predicting System Crashes with Large Language Models Priyanka Mudgal Bijan Arbab Swaathi Sampath Kumar 23 0 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 19 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 237 840 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 274 882 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 238 1,898 0 31 Dec 2020