Иерархическая RNN
method
ID: hierarchicalrnn
Related Papers
A Hierarchical Neural Model for Learning Sequences of Dialogue Acts
AbstractWe propose a novel hierarchical Recurrent Neural Network (RNN) for learning sequences of Dialogue Acts (DAs). The input in this task is a sequence of utterances (i.e., conversational contributions) comprising …...
A Hierarchical Latent Structure for Variational Conversation Modeling
AbstractVariational autoencoders (VAE) combined with hierarchical RNNs have emerged as a powerful framework for conversation modeling. However, they suffer from the notorious degeneration problem, where the decoders learn to ignore …...