Offensive Language Identification on OLID
-7Accuracy DropNULI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NULIAttack=VIPER(0.1, ECES), Shielding=Character Preprocessing2022.03 | -7 | — | — | |
| NULIAttack=VIPER(0.4, ECES), Shielding=Character Preprocessing2022.03 | -7 | — | — | |
| NULIAttack=Add Space, Shielding=None2022.03 | -6 | — | — | |
| NULIAttack=Remove Space, Shielding=None2022.03 | -6 | — | — | |
| NULIAttack=VIPER(0.1, DCES), Shielding=Character Preprocessing2022.03 | -5 | — | — | |
| NULIAttack=Add 'love', Shielding=None2022.03 | 0 | — | — | |
| NULIAttack=Remove Space, Add 'love', Shielding=None2022.03 | 0 | — | — | |
| LexiconAttack=Add Space, Shielding=None2022.03 | 0 | — | — | |
| LexiconAttack=Remove Space, Shielding=None2022.03 | 0 | — | — | |
| LexiconAttack=Add 'love', Shielding=None2022.03 | 0 | — | — | |
| LexiconAttack=Remove Space, Add 'love', Shielding=None2022.03 | 0 | — | — | |
| LexiconAttack=VIPER(0.1, ECES), Shielding=Character Preprocessing2022.03 | 0 | — | — | |
| LexiconAttack=VIPER(0.4, ECES), Shielding=Character Preprocessing2022.03 | 0 | — | — | |
| PerspectiveAttack=Add 'love', Shielding=None2022.03 | 1 | — | — | |
| PerspectiveAttack=VIPER(0.1, ECES), Shielding=Character Preprocessing2022.03 | 1 | — | — | |
| PerspectiveAttack=VIPER(0.4, ECES), Shielding=Character Preprocessing2022.03 | 1 | — | — | |
| PerspectiveAttack=Add Space, Shielding=None2022.03 | 2 | — | — | |
| PerspectiveAttack=VIPER(0.1, DCES), Shielding=Character Preprocessing2022.03 | 3 | — | — | |
| LexiconAttack=VIPER(0.1, DCES), Shielding=Character Preprocessing2022.03 | 3 | — | — | |
| NULIAttack=VIPER(0.4, DCES), Shielding=Character Preprocessing2022.03 | 5 | — | — | |
| vradivchevAttack=Add Space, Shielding=None2022.03 | 8 | — | — | |
| vradivchevAttack=Remove Space, Shielding=None2022.03 | 8 | — | — | |
| vradivchevAttack=VIPER(0.1, ECES), Shielding=Character Preprocessing2022.03 | 8 | — | — | |
| vradivchevAttack=VIPER(0.4, ECES), Shielding=Character Preprocessing2022.03 | 8 | — | — | |
| MIDASAttack=Add 'love', Shielding=None2022.03 | 8 | — | — | |
| PerspectiveAttack=VIPER(0.4, DCES), Shielding=Character Preprocessing2022.03 | 8 | — | — | |
| LexiconAttack=VIPER(0.4, DCES), Shielding=Character Preprocessing2022.03 | 10 | — | — | |
| vradivchevAttack=VIPER(0.1, DCES), Shielding=Character Preprocessing2022.03 | 12 | — | — | |
| vradivchevAttack=Add 'love', Shielding=None2022.03 | 14 | — | — | |
| vradivchevAttack=Remove Space, Add 'love', Shielding=None2022.03 | 14 | — | — | |
| MIDASAttack=VIPER(0.1, DCES), Shielding=Character Preprocessing2022.03 | 17 | — | — | |
| MIDASAttack=VIPER(0.1, ECES), Shielding=Character Preprocessing2022.03 | 18 | — | — | |
| MIDASAttack=VIPER(0.4, ECES), Shielding=Character Preprocessing2022.03 | 18 | — | — | |
| vradivchevAttack=VIPER(0.4, DCES), Shielding=Character Preprocessing2022.03 | 20 | — | — | |
| MIDASAttack=VIPER(0.4, DCES), Shielding=Character Preprocessing2022.03 | 23 | — | — | |
| PerspectiveAttack=Remove Space, Shielding=None2022.03 | 34 | — | — | |
| PerspectiveAttack=Remove Space, Add 'love', Shielding=None2022.03 | 38 | — | — | |
| MIDASAttack=Add Space, Shielding=None2022.03 | 51 | — | — | |
| MIDASAttack=Remove Space, Add 'love', Shielding=None2022.03 | 64 | — | — | |
| MIDASAttack=Remove Space, Shielding=None2022.03 | 66 | — | — | |
| LexiconAttack=None, Shielding=None2022.03 | — | 54 | — | |
| MIDASAttack=None, Shielding=None2022.03 | — | 66 | — | |
| NULIAttack=None, Shielding=None2022.03 | — | 61 | — | |
| PerspectiveAttack=None, Shielding=None2022.03 | — | 68 | — | |
| vradivchevAttack=None, Shielding=None2022.03 | — | 69 | — |