2021
Event Representation with Sequential, Semi-Supervised Discrete Variables
NAACL 2021long
Within the context of event modeling and understanding, we propose a new method for neural sequence modeling that takes partially-observed sequences of discrete, external knowledge into account. We construct a sequential neural variational autoencoder, which uses Gumbel-Softmax reparametrization wit…