GitHub - dirkweissenborn/dual_am_rnn: Tensorflow Implementation of the (Dual)-Associative Memory GRUs

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Tensorflow Implementation of the (Dual)-Associative Memory GRUs

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Tensorflow Implementation of the (Dual)-Associative Memory GRUs

If you make use of these implementations please cite the following paper:

Neural Associative Memory for Dual-Sequence Modeling. Dirk Weissenborn. arXiv:1606.03864. (to appear in RepL4NLP@ACL2016).

requires TensorFlow 0.9
contains RNNCell implementations for:
- AssociativeGRU: Associative-Memory GRU
- DualAssociativeGRU: Dual-Associative Memory
- SelfControllerWrapper: Self-controller wrapper that is useful in combination with (Dual)-Associative Memory GRUs
- ControllerWrapper: Controller wrapper that is useful in combination with (Dual)-Associative Memory GRUs or AttentionCell
- AttentionCell: A RNNCell that can be used in combination with ControllerWrapper to realize attention

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Tensorflow Implementation of the (Dual)-Associative Memory GRUs

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