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feature alignment 1in-context reconstruction 1tabular anomaly detection 1unified modeling 1unsupervised detection 1

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20242026
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cs.CL2026

Beyond a Single Perspective: Text Anomaly Detection with Multi-View Language Representations

Yixin Liu, Kehan Yan, Shiyuan Li +2

Text anomaly detection (TAD) plays a critical role in various language-driven real-world applications, including harmful content moderation, phishing detection, and spam review fil…