The Fixed-Size Context Vector Bottleneck

Attention Mechanism Evolution in Artificial Intelligence Transformers

The Attention Mechanism is a computational mechanism in deep learning that resolves the fixed-context bottleneck inherent in early sequence-to-sequence models by dynamically computing weighted sums o…