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Efficient Content-Based Sparse Attention with Routing Transformers
AbstractSelf-attention has recently been adopted for a wide range of sequence modeling problems. Despite its effectiveness, self-attention suffers from quadratic computation and memory requirements with respect to sequence length. Successful …...