Attention Mechanism in Transformers
Today’s advanced language models are based on transformer architecture [1]. The transformer architecture, which is otherwise no different from MLP (multilayer perceptron), relies on the attention mechanism. Attention provides the network with the ability to extract long-range relationships within given word sequences which is crucial in natural language understanding. Prior…
Attention Mechanism in Transformers Today’s advanced language models are based on transformer architecture [1]. The transformer architecture, which is otherwise no different from MLP (multilayer perceptron), relies on the attention mechanism. Attention provides the network with the ability to extract long-range relationships within given word sequences which is crucial in natural language understanding. Prior… machine-learning
Attention Mechanism Transformers Today’s advanced language model based transformer architecture 1 transformer architecture otherwise different MLP multilayer perceptron relies attention mechanism Attention provides network ability extract longrange relationship within given word sequence crucial natural language understanding Prior… machinelearning