VAE
method
ID: vae
Related Papers
BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification
AbstractMulti-label Text Classification (MLTC) is the task of categorizing documents into one or more topics. Considering the large volumes of data and varying domains of such tasks, fully supervised learning …...
Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling
AbstractDropout is a widely used regularization trick to resolve the overfitting issue in large feedforward neural networks trained on a small dataset, which performs poorly on the held-out test subset. …...