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VisualizationsSequences, Language & Attention

Bidirectional RNN

Step through "The bank was closed for repairs" word by word. A one-way RNN at "bank" cannot yet see the later words that explain it.

The
bank
was
closed
for
repairs

At “bank” the network has seen only “The”. The words that would disambiguate it — “closed for repairs” — are still in the future and completely invisible.

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