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Multi-attribute Controlled Text Generation on CompM-CTG Original

0.701Dist-3 (i.d.)Con.Prefix
0.463880.525440.5870.64856Apr 5, 2024

Evaluation results

MethodLinks
Con.PrefixMethod category=Joint-Training based2024.040.701
PPLMMethod category=Decoding-Time based2024.040.697
DCGMethod category=Joint-Training based2024.040.677
FudgeMethod category=Decoding-Time based2024.040.656
CatPromptMethod category=Joint-Training based2024.040.642
CTRLMethod category=Joint-Training based2024.040.625
ChatGPTMethod category=LLM+In-context Learning2024.040.611
LLaMA-2Method category=LLM+In-context Learning2024.040.587
PriorMethod category=Separate-Training based2024.040.573
Dis-LensMethod category=Separate-Training based2024.040.473