Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs

ICLR 2018 W. James MurdochPeter J. LiuBin Yu

The driving force behind the recent success of LSTMs has been their ability to learn complex and non-linear relationships. Consequently, our inability to describe these relationships has led to LSTMs being characterized as black boxes... (read more)

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