Oddballness: universal anomaly detection with language models

Filip Graliński, Ryszard Staruch, Krzysztof Jurkiewicz

We present a new method to detect anomalies in texts (in general: in sequences of any data), using language models, in a totally unsupervised manner. The method considers probabili…