Sentiment Steering on OpenWebText Negative prompts (test)
0.59Positivity ScoreCLICK
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CLICKCompared Baseline=DAPT2023.06 | 0.59 | 0.21 | 0.25 | — | — | — | — | — | — | |
| CLICKCompared Baseline=CTRL2023.06 | 0.53 | 0.24 | 0.23 | — | — | — | — | — | — | |
| CLICKCompared Baseline=DExperts2023.06 | 0.46 | 0.26 | 0.27 | — | — | — | — | — | — | |
| CLICKCompared Baseline=GeDi2023.06 | 0.45 | 0.28 | 0.22 | — | — | — | — | — | — | |
| RepE2024.12 | 0.373 | — | — | — | 3.19 | 25 | 0.34 | 0.53 | 0.58 | |
| Prompting2024.12 | 0.245 | — | — | — | 2.8 | 36.7 | 0.36 | 0.54 | 0.58 | |
| LIT2024.12 | 0.23 | — | — | — | 2.83 | 33.4 | 0.39 | 0.66 | 0.73 | |
| DExpertsCompared Baseline=CLICK2023.06 | 0.2 | 0.27 | 0.22 | — | — | — | — | — | — | |
| GeDiCompared Baseline=CLICK2023.06 | 0.17 | 0.24 | 0.15 | — | — | — | — | — | — | |
| DAPTCompared Baseline=CLICK2023.06 | 0.12 | 0.2 | 0.23 | — | — | — | — | — | — | |
| DExperts2024.12 | 0.105 | — | — | — | 2.43 | 48 | 0.17 | 0.2 | 0.2 | |
| CTRLCompared Baseline=CLICK2023.06 | 0.08 | 0.26 | 0.24 | — | — | — | — | — | — |