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Topic Modeling on 20 Newsgroups (test)

688PerplexityLDA Collapsed Gibbs
667.72804.61941.51,078.39Mar 4, 2017Jun 2, 2017Sep 1, 2017Dec 1, 2017Mar 2, 2018Jun 1, 2018Aug 31, 2018
Updated 8mo ago

Evaluation results

MethodLinks
LDA Collapsed Gibbs# topics=2002017.03688
LDA Collapsed Gibbs# topics=502017.03728
RSBLatent dimension=50, Model category=Finite2017.06785
GSMLatent dimension=50, Model category=Finite2017.06787
RSB-TFModel category=Unbounded2017.06788
RSBLatent dimension=200, Model category=Finite2017.06792
v-NVDMDim=252018.08793
GSBLatent dimension=200, Model category=Finite2017.06815
GSBLatent dimension=50, Model category=Finite2017.06816
GSMNumber of topics=502017.06822
RSBNumber of topics=2002017.06822
RSB-TFModel Type=Unbounded2017.06825
GSBNumber of topics=2002017.06826
GSMLatent dimension=200, Model category=Finite2017.06829
GSMNumber of topics=2002017.06830
v-NVDMDim=502018.08830
RSBNumber of topics=502017.06835
G-NVDMDim=502018.08836
NVDM# topics=502017.03837
NVDMLatent dimension=50, Model category=Finite2017.06837
GSBNumber of topics=502017.06838
v-NVDMDim=2002018.08851
G-NVDMDim=2002018.08852
NVDMLatent dimension=200, Model category=Finite2017.06873
NVDM# topics=2002017.03884
OnlineLDANumber of topics=502017.06893
fDARNDim=502018.08917
HDPModel Type=Unbounded2017.06937
ProdLDALatent dimension=200, Model category=Finite2017.06989
NVLDANumber of topics=2002017.06993
ProdLDALatent dimension=50, Model category=Finite2017.061,009
OnlineLDANumber of topics=2002017.061,015
LDA DMFVI# topics=502017.031,046
LDA VAE# topics=502017.031,059
NVLDANumber of topics=502017.061,073
LDA VAE# topics=2002017.031,128
ProdLDA VAE# topics=2002017.031,168
ProdLDA VAE# topics=502017.031,172
LDA DMFVI# topics=2002017.031,195