Conditional Text Generation on ROCStories (test)
85.31UNIONDM-GPT-2
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| DM-GPT-2Architecture=GPT-2, Dependency-based Mixture=true2022.03 | 85.31 | 30.18 | 22.81 | 8.02 | 17.98 | 43.29 | 93.18 | 81.41 | |
| GPT-22022.03 | 84.41 | 29.02 | 21.79 | 7.45 | 17.09 | 40.74 | 93.51 | 82.55 | |
| DM-TransformerArchitecture=Transformer, Dependency-based Mixture=true2022.03 | 84.07 | 28.2 | 21.49 | 7.29 | 17.79 | 42.08 | 92.86 | 81.36 | |
| DM-LSTMArchitecture=LSTM, Dependency-based Mixture=true2022.03 | 83.97 | 29.93 | 22.54 | 7.63 | 14.92 | 37.44 | 94.47 | 84.77 | |
| PRPN2022.03 | 83.37 | 29.11 | 21.45 | 6.84 | 13.22 | 33.5 | 95.17 | 86.76 | |
| AWD-LSTM2022.03 | 82.98 | 29.57 | 22.23 | 7.31 | 14.07 | 35.71 | 94.92 | 85.88 | |
| ON-LSTM2022.03 | 82.18 | 29.41 | 22.16 | 7.33 | 13.93 | 35.71 | 94.98 | 85.8 | |
| Transformer2022.03 | 81.39 | 27.64 | 21.28 | 7.01 | 17.48 | 42.3 | 93.18 | 81.52 |