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cs.CL2023★ 2 cited
Assaying on the Robustness of Zero-Shot Machine-Generated Text Detectors
Yi-Fan Zhang, Zhang Zhang, Liang Wang +2
To combat the potential misuse of Natural Language Generation (NLG) technology, a variety of algorithms have been developed for the detection of AI-generated texts. Traditionally,…
cs.LG2023
Model-free Test Time Adaptation for Out-Of-Distribution Detection
YiFan Zhang, Xue Wang, Tian Zhou +5
Out-of-distribution (OOD) detection is essential for the reliability of ML models. Most existing methods for OOD detection learn a fixed decision criterion from a given in-distribu…