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Constrained Text Generation on Natural Language Benchmarks Appearance constraint
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92.5
Saturation
DIFFINITY
-1.62
22.815
47.25
71.685
Feb 12, 2026
Saturation
Pass@10
Perplexity
Fluency
Updated 4d ago
Evaluation Results
Method
Method
Links
Saturation
Pass@10
Perplexity
Fluency
DIFFINITY
Guidance scale=2.5
2026.02
92.5
100
58.5
34.7
GPT2-Large-GCD
Guided Character Decod...
2026.02
3.2
10
69.7
40.9
GPT2-Medium-GCD
Guided Character Decod...
2026.02
2
5
133.8
33.8
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