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Topic Models On 20Newsgroups

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Results

Performance results of various models on this benchmark

		Paper Title	Repository
vONTSS	0.69	vONTSS: vMF based semi-supervised neural topic modeling with optimal transport	-
GSM	0.55	Discovering Discrete Latent Topics with Neural Variational Inference
vNVDM	0.52	Spherical Latent Spaces for Stable Variational Autoencoders
ETM	0.51	Topic Modeling in Embedding Spaces
NSTM	0.38	Neural Topic Model via Optimal Transport
ProdLDA	0.35	Autoencoding Variational Inference For Topic Models

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Topic Models On 20Newsgroups | SOTA | HyperAI