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Benchmarks
Attribute-enhanced text generation on SST-5 (200-Pos)
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98.7
Positive Realization (%)
GENhance
14.356
36.253
58.15
80.047
Jul 7, 2021
Positive Realization (%)
Strong-Positive Realization (%)
Perplexity
Error [%SP]
Updated 4d ago
Evaluation Results
Method
Method
Links
Positive Realization (%)
Strong-Positive Realization (%)
Perplexity
Error [%SP]
GENhance
Latent Smoothing=true,...
2021.07
98.7
49.7
90.5
44.33
GENhance
Latent Smoothing=true,...
2021.07
91.3
23.6
101
16.62
Baseline Gen-Disc
top-K ranking pool=1000
2021.07
90.6
26.7
63.9
14.2
GENhance
Latent Smoothing=false...
2021.07
88.2
21.5
125
15.44
MCMC-T5
top-K ranking pool=1000
2021.07
54.8
10.8
224
4.58
MCMC-Random
top-K ranking pool=1000
2021.07
17.6
0.5
49,696
0.17
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