Dialogue Generation on Wizard of Wikipedia (WoW) seen (test)
27.29BLEU-1CKL
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CKL2023.05 | 27.29 | 15.8 | 10.99 | 8.41 | 23.96 | 9.03 | 36.36 | 71.11 | 42.95 | 42.54 | |
| CKLAblation study=w/o CK-Dep2023.05 | 26.68 | 15.51 | 10.76 | 8.21 | 23.82 | 9.25 | 36.99 | 71.18 | 43.35 | 42.66 | |
| CKLAblation study=w/o LOSS_CLWK2023.05 | 26.67 | 15.49 | 10.75 | 8.21 | 23.81 | 9.37 | 37.11 | 70.99 | 43.37 | 42.5 | |
| CKLAblation study=w/o LOSS_CLWR2023.05 | 26.57 | 15.43 | 10.76 | 8.22 | 23.75 | 9.31 | 37.38 | 71.05 | 43.5 | 42.39 | |
| CKLAblation study=w/o LOSS_KLW2023.05 | 26.01 | 14.8 | 10.16 | 7.68 | 23.25 | 9.37 | 37.27 | 70.69 | 42.56 | 42.02 | |
| CKLTraining data scale=red. 1/2 training data2023.05 | 25.01 | 13.81 | 9.23 | 6.85 | 22.37 | 9.04 | 35.79 | 70.94 | 42.3 | 42.41 | |
| DIALKI2023.05 | 25 | 13.72 | 9.09 | 6.68 | 22.1 | 9.33 | 41.71 | 70.43 | 42.31 | 41.73 | |
| ZRKGC2023.05 | 23.8 | 8.8 | 4.04 | 1.95 | 16.86 | 5.44 | 22.66 | 72.32 | 40.4 | 41.67 | |
| CKLTraining data scale=red. 1/4 training data2023.05 | 23.48 | 12.48 | 8.03 | 5.77 | 21.17 | 8.56 | 34.45 | 70.76 | 42.16 | 42.63 | |
| DOHA2023.05 | 23.19 | 11.7 | 6.99 | 4.65 | 21.32 | 7.44 | 31.47 | 69.91 | 40.91 | 41.64 | |
| DRD2023.05 | 21.8 | 11.5 | 7.5 | 5.5 | — | — | — | — | — | — | |
| KAT2023.05 | 16.92 | 9.28 | 6.04 | 4.37 | 16.41 | 14.66 | 45.99 | 67.86 | 39.06 | 39.37 | |
| ITDD2023.05 | 15.8 | 7.1 | 4 | 2.5 | — | — | — | — | — | — |