Sarcasm Explanation Generation on MORE 1.0 (All samples)
55.32BLEU-1TEAM
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TEAMexternal_knowledge=included, backbone=bart-base-chinese2023.06 | 55.32 | 45.12 | 38.27 | 33.16 | 50.58 | 51.72 | 34.96 | 50.95 | 91.8 | 91.6 | 91.7 | 72.92 | |
| TEAM-w/o-Knowexternal_knowledge=excluded2023.06 | 52.63 | 42.42 | 35.8 | 30.91 | 48.67 | 49.28 | 33.18 | 48.53 | 90.9 | 91.4 | 91.1 | 71.58 | |
| ExMore2023.06 | 19.26 | 11.21 | 6.56 | 4.26 | 25.23 | 27.55 | 12.49 | 19.16 | 88.3 | 87.5 | 87.9 | 59.12 | |
| PGN2023.06 | 17.54 | 6.31 | 2.33 | 1.67 | 16 | 17.35 | 6.9 | 15.06 | 84.8 | 85.1 | 84.9 | 49.42 | |
| M-Transf2023.06 | 14.37 | 6.48 | 2.94 | 1.57 | 18.77 | 20.99 | 6.98 | 12.84 | 86.3 | 86.2 | 86.2 | 53.85 | |
| MFFG-RNN2023.06 | 14.16 | 6.1 | 2.31 | 1.12 | 16.21 | 17.47 | 5.53 | 12.31 | 81.5 | 84 | 82.7 | 44.65 | |
| MFFG-Transf2023.06 | 13.55 | 4.95 | 2 | 0.76 | 15.14 | 16.84 | 4.3 | 10.97 | 81.1 | 83.8 | 82.4 | 41.58 | |
| Transformer2023.06 | 11.44 | 4.79 | 1.68 | 0.73 | 15.9 | 17.78 | 5.83 | 9.74 | 83.4 | 84.9 | 84.1 | 52.55 |