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Benchmarks
Controllable Language Generation on Wordlist Science Pointwise Constraint
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100
Ctrl Score
Reinforce
2.24
27.62
53
78.38
Jun 1, 2022
Ctrl Score
KL Divergence (p vs pi)
KL Divergence (p0 vs pi)
Distribution Distance 1
Distribution Distance 2
Distribution Distance 3
SB Score 4
SB Score 5
Updated 3mo ago
Evaluation Results
Method
Method
Links
Ctrl Score
KL Divergence (p vs pi)
KL Divergence (p0 vs pi)
Distribution Distance 1
Distribution Distance 2
Distribution Distance 3
SB Score 4
SB Score 5
Reinforce
2022.06
100
140.02
66.68
29
41
49
98
97
Ziegler
2022.06
100
6.1
5.88
86
95
93
95
90
GDC++
2022.06
54
1.78
2.11
86
95
93
92
86
GDC
2022.06
52
2.27
2.89
86
95
93
93
87
Original LM
2022.06
6
2.79
0
86
94
92
89
81
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