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SOTA
Topic Models
Topic Models On 20Newsgroups
Topic Models On 20Newsgroups
Metrics
C_v
Results
Performance results of various models on this benchmark
Columns
Model Name
C_v
Paper Title
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