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Entity-Network

This repository contains an independent TensorFlow implementation of recurrent entity networks from Tracking the World State with Recurrent Entity Networks. This paper introduces the first method to solve all of the bAbI tasks using 10k training examples.

Dependencies

  • Theano

Thanks!

  • Thanks to Mikael Henaff for providing details about their paper over Thanksgiving break. :)
  • Thanks to Andy Zhang (@zhangandyx) for helping me troubleshoot numerical instabilities.

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