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Document Modeling on RCV1 v2 (test)
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521
Perplexity
GSM
510.32
582.41
654.5
726.59
Jun 1, 2017
Aug 16, 2017
Oct 31, 2017
Jan 15, 2018
Apr 1, 2018
Jun 16, 2018
Aug 31, 2018
Perplexity
Updated 4d ago
Evaluation Results
Method
Method
Links
Perplexity
GSM
Latent dimension=200,...
2017.06
521
v-NVDM
Dim=50
2018.08
529
RSB-TF
Model category=Unbounded
2017.06
532
RSB
Latent dimension=200,...
2017.06
534
GSB
Latent dimension=200,...
2017.06
544
G-NVDM
Dim=200
2018.08
550
v-NVDM
Dim=25
2018.08
558
G-NVDM
Dim=50
2018.08
563
NVDM
Latent dimension=200,...
2017.06
588
fDARN
Dim=200
2018.08
598
v-NVDM
Dim=200
2018.08
609
GSM
Latent dimension=50, M...
2017.06
653
RSB
Latent dimension=50, M...
2017.06
662
GSB
Latent dimension=50, M...
2017.06
712
NVDM
Latent dimension=50, M...
2017.06
717
fDARN
Dim=50
2018.08
724
ProdLDA
Latent dimension=50, M...
2017.06
780
ProdLDA
Latent dimension=200,...
2017.06
788
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