Search Results for author: Tom Kersten

Found 1 papers, 0 papers with code

Attention vs non-attention for a Shapley-based explanation method

no code implementations NAACL (DeeLIO) 2021 Tom Kersten, Hugh Mee Wong, Jaap Jumelet, Dieuwke Hupkes

In this work, we consider Contextual Decomposition (CD) -- a Shapley-based input feature attribution method that has been shown to work well for recurrent NLP models -- and we test the extent to which it is useful for models that contain attention operations.

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