A Method for Constructing Supervised Time Topic Model Based on Variational Autoencoder

Table 5

Details of all methods.

Method	Variational autoencoder	Time slices	Supervision
SDTM Gibbs	No	Yes	Yes
LDA VAE	Yes	No	No
DTM VAE	Yes	Yes	No
ST-TM	Yes	Yes	Yes