Text Detoxification on APPDIA
0.653BLEUT5
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| T52023.10 | 0.653 | 0.692 | 0.665 | 4.75 | 20.15 | — | — | — | |
| BART2023.10 | 0.65 | 0.681 | 0.656 | 4.77 | 25.91 | — | — | — | |
| gpt-3.5-turbo-1106Number of Demonstrations=402023.10 | 0.612 | 0.664 | 0.619 | 4.23 | 19.55 | — | — | — | |
| text-davinci-003Number of Demonstrations=402023.10 | 0.609 | 0.667 | 0.629 | 4.29 | 12.67 | — | — | — | |
| MMR-BERTNumber of Demonstrations=102023.10 | 0.585 | 0.651 | 0.593 | 3.9 | 17.54 | — | 4.7538 | 0.0792 | |
| MMR-EmbeddingNumber of Demonstrations=102023.10 | 0.579 | 0.638 | 0.577 | 3.79 | 14.11 | — | 0.0025 | 0.0786 | |
| gpt-3.5-turbo-1106Number of Demonstrations=102023.10 | 0.571 | 0.64 | 0.572 | 3.72 | 14.42 | — | — | — | |
| text-davinci-003Number of Demonstrations=102023.10 | 0.568 | 0.636 | 0.576 | 3.7 | 11.64 | — | — | — | |
| gpt-3.5-turbo-instructNumber of Demonstrations=402023.10 | 0.562 | 0.629 | 0.558 | 3.42 | 21.37 | — | — | — | |
| gpt-3.5-turbo-instructNumber of Demonstrations=102023.10 | 0.519 | 0.589 | 0.505 | 2.81 | 15.86 | — | 0.0025 | 0.0005 | |
| gpt-3.5-turbo-0613Number of Demonstrations=402023.10 | 0.504 | 0.582 | 0.476 | 2.67 | 10.08 | — | — | — | |
| PDTB+RST2023.10 | 0.462 | 0.507 | 0.425 | 1.54 | 16.39 | — | — | — | |
| gpt-3.5-turbo-0613Number of Demonstrations=102023.10 | 0.458 | 0.533 | 0.416 | 2.12 | 7 | — | — | — | |
| DialoGPT2023.10 | 0.423 | 0.467 | 0.38 | 1.11 | 14.51 | — | — | — | |
| Vicuna-13bNumber of Demonstrations=102023.10 | 0.408 | 0.48 | 0.376 | 1.79 | 18.44 | — | — | — | |
| Vicuna-13bNumber of Demonstrations=42023.10 | 0.382 | 0.468 | 0.349 | 1.41 | 12.07 | — | — | — |