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Rethinking Contextualization by Reinterpreting Attention Head Channels

Cho, Hakaze et al.
arXiv (All) · Papers
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computation-and-languagemachine-learning
Contextualization, the core operation of language modeling, transmits information across words to build sentence-specific word representations. Prior works mainly study contextualization, focusing on individual words and attention heads as a growing discrete dictionary, lacking a global view of thei
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