Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback

Yiyuan Yang, Zichuan Liu, Lei Song +6

Time series anomaly detection (TSAD) has traditionally focused on binary classification and often lacks the fine-grained categorization and explanatory reasoning required for trans…