Unsupervised Out-of-Domain Detection via Pre-trained Transformers

Keyang Xu, Tongzheng Ren, Shikun Zhang +2

Deployed real-world machine learning applications are often subject to uncontrolled and even potentially malicious inputs. Those out-of-domain inputs can lead to unpredictable outp…