Tracking the World State with Recurrent Entity Networks

ICLR, Volume abs/1612.03969, 2017.

Cited by: 172|Views179
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Abstract:

We introduce a new model, the Recurrent Entity Network (EntNet). It is equippedwith a dynamic long-term memory which allows it to maintain and update a rep-resentation of the state of the world as it receives new data. For language under-standing tasks, it can reason on-the-fly as it reads text, not just when it is requiredto answer a que...More

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