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Finding the Pillars of Strength for Multi-Head Attention
AbstractRecent studies have revealed some issues of Multi-Head Attention (MHA), e.g., redundancy and over-parameterization. Specifically, the heads of MHA were originally designed to attend to information from different representation subspaces, …...