The architecture of the neural topic model is shown in Figure (1) and we describe the model in more details below.
with the sampledθ , for each document d ∈ N d , we can estimate the Evidence Lower Bound (ELBO) with a Monte Carlo approximation using L independent samples: By minimising the ELBO in Eq.