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A Multiscale Visualization of Attention in the Transformer Model

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Academic year: 2020

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Figure

Figure 1: Attention-head view for GPT-2, for the input text The quick, brown fox jumps over the lazy
Figure 4: Attention pattern in GPT-2 related to coreference resolution suggests the model may encode gender bias.
Figure 5: Model view of BERT, for same inputs as inFigure 2. Excludes layers 4–11 and heads 6–11.
Figure 6: Neuron view of BERT for layer 0, head 0 (same one depicted in Figure 2, left)

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