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Why is the first layer of the query stream initialized with the same vector w rather than different vectors? #277

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Huakui-Zhang opened this issue Nov 8, 2020 · 0 comments

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@Huakui-Zhang
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Why are the representation at each position on the first layer of the query stream initialized with the same vector w?
I think it can cause the same problem as how standard LM parameterization fails.
For example, with sequences 1->2->3->4 and 1->2->4->3, to predict the third position based on the first two positions, we can get the same representation on the second layer for the both sequences because of the same g and h on the first layer.

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