How likely you think something is to happen depends on what you already believe about the circumstances. That is the simple ...

Abstract: Given a sequence of tokens, such as words, the task of next-token prediction is to predict the next-token conditional probability distribution. Decoder-only transformers have become ...

Abstract: Imbalanced label distribution is usually the case for real-world data, which poses a challenge for training unbiased recognition model. In this paper, we study two underlying mismatches, i.e ...

State Key Laboratory of Physical Chemistry of Solid Surfaces and Fujian Provincial Key Laboratory of Theoretical and Computational Chemistry College of Chemistry and Chemical Engineering, Xiamen ...