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We propose a capsule-based neural network model which accomplishes slot filling and intent detection via a dynamic routing-by-agreement schema n slot,The optimal number of slots, n slot , for various topologies with different numbers of sink interfaces, n interf , and channels, n channel , with the notation:

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n slot,We propose a capsule-based neural network model which accomplishes slot filling and intent detection via a dynamic routing-by-agreement schema