Tag: efa

Exponential Family Attention arXiv:2501.16790v1 Announce Type: new Abstract: The self-attention mechanism is the backbone of the transformer neural network underlying most large language models. It can capture complex word patterns and long-range dependencies in natural language. This paper introduces exponential family attention (EFA), a probabilistic generative model that extends self-attention to handle high-dimensional sequence, spatial,…