Synergizing Large Language Models and Task-specific Models for Time Series Anomaly Detection

Feiyi Chen, Leilei Zhang, Guansong Pang +2

In anomaly detection, methods based on large language models (LLMs) can incorporate expert knowledge by reading professional document, while task-specific small models excel at ext…