OpenCodePapers

topic-models-on-20newsgroups

ClassificationText ClassificationTopic Models
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PaperCodeC_vModelNameReleaseDate
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport0.69vONTSS2023-07-03
Discovering Discrete Latent Topics with Neural Variational Inference✓ Link0.55GSM2017-06-01
Spherical Latent Spaces for Stable Variational Autoencoders✓ Link0.52vNVDM2018-08-31
Topic Modeling in Embedding Spaces✓ Link0.51ETM2019-07-08
Neural Topic Model via Optimal Transport✓ Link0.38NSTM2020-08-12
Autoencoding Variational Inference For Topic Models✓ Link0.35ProdLDA2017-03-04