AnalysisAI ModelsAugust 21, 2026

LLM as Detector: In-context learning for tabular anomaly detection

New arXiv paper proposes using LLMs with in-context learning for tabular anomaly detection, targeting violations of cross-feature dependencies. A second paper argues energy-based and reconstruction signals are complementary for this task.

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LLM as Detector: In-context learning for tabular anomaly detection — AIBriefs