Shimin Tao
- Interpretable Online Log Analysis Using Large Language Models with Prompt Strategies
2023/08/15 by Yilun Liu, Liu, Yilun, Shimin Tao +17 · 18 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software System Performance and Reliability
- LogLM: From Task-based to Instruction-based Automated Log Analysis
2024/10/12 by Yilun Liu, Yuhe Ji, Liu, Yilun +16 · 9 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Software Engineering (cs.SE)
- CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning
2023/11/22 by Yilun Liu, Shimin Tao, Liu, Yilun +24 · 4 citations
Engineering · #Real-time simulation and control systems
- LogStamp: Automatic Online Log Parsing Based on Sequence Labelling
2022/08/10 by Shimin Tao, Weibin Meng, Tao, Shimin +14 · 2 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques