Tracking the World State with Recurrent Entity Networks

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