LogIntelligence is a research-driven GitHub organization focused on building intelligent log analysis tools.
| Project | Description | Related Publication |
|---|---|---|
| LogPipe | Knowledge-Augmented Log Anomaly Detection with LLMs | ICSE 2026 |
| UNLEASH | Enhanced log parsing with PLMs | ICSE 2025 |
| PreLog | Contrastive pretraining for unified log analysis | SIGMOD 2024 |
| LogBatcher | Demonstration-free log parsing with LLMs | ASE 2024 |
| LogPPT | Prompt-based few-shot log parsing | ICSE 2023 |
| LogADEmpirical | Empirical study on log anomaly detection with deep learning | ICSE 2022 |
| NeuralLog | Semantic anomaly detection without log parsing | ASE 2021 |
We welcome contributions, feedback, and collaborations. ⭐ Star us and join the journey toward smarter log analytics!