FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score

Haowei Lin, Yuntian Gu

Detecting out-of-distribution (OOD) instances is crucial for NLP models in practical applications. Although numerous OOD detection methods exist, most of them are empirical. Backed…