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    9 repositories

    • LogPPT

      Public
      Log Parsing with Prompt-based Few-shot Learning (ICSE 2023, Technical Track)
      language-modellog-parsingfew-shot-learning
      Jupyter Notebook
      •
      Apache License 2.0
      •15•64•12•1•Updated Sep 10, 2025Sep 10, 2025

    • .github

      Public
      0•0•0•0•Updated Jul 28, 2025Jul 28, 2025

    • LogBatcher

      Public
      Demonstration-Free: Towards More Practical Log Parsing with Large Language Models
      Python
      •
      MIT License
      •7•19•2•0•Updated Jun 17, 2025Jun 17, 2025

    • UNLEASH

      Public
      This repository includes artifacts for reuse and reproduction of experimental results presented in our ICSE'25 paper titled "Unleashing the True Potential of Semantic-based Log Parsing with Pre-trained Language Models"
      Python
      •
      MIT License
      •2•8•0•0•Updated Jan 28, 2025Jan 28, 2025

    • LogADEmpirical

      Public
      Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)
      log-analysislog-based-anomaly-detectiondeep-learning
      Python
      •
      MIT License
      •45•202•19•1•Updated Sep 27, 2024Sep 27, 2024

    • PreLog

      Public
      Code for "Pre-training with Contrastive Learning for Unified Log Analytics"
      Python
      •
      Apache License 2.0
      •0•18•1•0•Updated Jan 22, 2024Jan 22, 2024

    • log-analytics-chatgpt

      Public
      Log Parsing: How Far Can ChatGPT Go? (ASE 2023 - NIER Track)
      Python
      •1•21•0•0•Updated Dec 7, 2023Dec 7, 2023

    • NeuralLog

      Public
      Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
      deep-learningtransformerlog-based-anomaly-detection
      Python
      •
      MIT License
      •41•135•5•1•Updated Jun 20, 2023Jun 20, 2023

    • ADR

      Public
      Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs (Accepted by Automated Software Engineering 2023)
      log-based-anomaly-detectionworkflow-miningmachine-learning
      Python
      •
      MIT License
      •3•10•1•0•Updated Sep 29, 2022Sep 29, 2022