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Benchmarks
Controllable Language Generation on +ve Sentiment Pointwise Constraint
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100
Control Success Rate
Reinforce
13.68
36.09
58.5
80.91
Jun 1, 2022
Control Success Rate
KL Divergence (p,π)
KL Divergence (p0,π)
Distinctness-1
Distinctness-2
Distinctness-3
SB Score (4)
SB Score (5)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Control Success Rate
KL Divergence (p,π)
KL Divergence (p0,π)
Distinctness-1
Distinctness-2
Distinctness-3
SB Score (4)
SB Score (5)
Reinforce
2022.06
100
153.75
80.07
27
37
41
97
95
Ziegler
2022.06
98
5.7
5.98
85
96
94
96
91
GDC++
2022.06
60
1.67
1.88
86
95
94
93
87
GDC
2022.06
59
1.68
1.89
86
95
94
93
87
Original LM
2022.06
17
2.06
0.01
86
94
93
89
81
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