Class-Conditional Language Generation on AG News
0.963MAUVE (World)Reference
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ReferenceConditioning Label=World2022.12 | 0.963 | 0.018 | 0.034 | 0.032 | 0.388 | |
| LD4LGBackbone=BART-base, Conditioning Label=World2022.12 | 0.842 | 0.015 | 0.026 | 0.02 | 0.296 | |
| LD4LGBackbone=FLAN-T5-base, Conditioning Label=World2022.12 | 0.809 | 0.013 | 0.025 | 0.022 | 0.233 | |
| Conditional GPT-2Backbone=GPT-2-medium, Conditioning Label=World2022.12 | 0.806 | 0.012 | 0.025 | 0.021 | 0.402 | |
| ReferenceConditioning Label=Business2022.12 | 0.04 | 0.014 | 0.968 | 0.125 | 0.441 | |
| Conditional GPT-2Backbone=GPT-2-medium, Conditioning Label=Business2022.12 | 0.037 | 0.012 | 0.629 | 0.069 | 0.479 | |
| ReferenceConditioning Label=Sci/Tech2022.12 | 0.036 | 0.016 | 0.133 | 0.955 | 0.366 | |
| Conditional GPT-2Backbone=GPT-2-medium, Conditioning Label=Sci/Tech2022.12 | 0.033 | 0.013 | 0.102 | 0.697 | 0.434 | |
| LD4LGBackbone=FLAN-T5-base, Conditioning Label=Business2022.12 | 0.025 | 0.011 | 0.765 | 0.076 | 0.244 | |
| LD4LGBackbone=BART-base, Conditioning Label=Business2022.12 | 0.024 | 0.011 | 0.752 | 0.068 | 0.363 | |
| LD4LGBackbone=FLAN-T5-base, Conditioning Label=Sci/Tech2022.12 | 0.024 | 0.011 | 0.082 | 0.843 | 0.169 | |
| LD4LGBackbone=BART-base, Conditioning Label=Sci/Tech2022.12 | 0.023 | 0.012 | 0.082 | 0.813 | 0.225 | |
| ReferenceConditioning Label=Sports2022.12 | 0.018 | 0.958 | 0.014 | 0.014 | 0.346 | |
| Conditional GPT-2Backbone=GPT-2-medium, Conditioning Label=Sports2022.12 | 0.017 | 0.84 | 0.012 | 0.013 | 0.369 | |
| LD4LGBackbone=BART-base, Conditioning Label=Sports2022.12 | 0.013 | 0.845 | 0.011 | 0.01 | 0.305 | |
| LD4LGBackbone=FLAN-T5-base, Conditioning Label=Sports2022.12 | 0.011 | 0.836 | 0.009 | 0.009 | 0.249 |