Language Modeling on WikiText-103 (PPLmed and ∆PPL)
15.52PPLmedBaseline (no edit)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Baseline (no edit)Config=–2026.06 | 15.52 | — | |
| Zero ablationConfig=k=5, n=6,1242026.06 | 15.52 | 0 | |
| RedactConfig=k=5, n=6,1242026.06 | 15.54 | 0.02 | |
| RedactConfig=k=10, n=6,4442026.06 | 15.54 | 0.02 | |
| SuppressConfig=k=5, n=6,1242026.06 | 15.55 | 0.03 | |
| Next-bestConfig=k=10, n=6,4442026.06 | 15.59 | 0.07 | |
| SuppressConfig=k=10, n=6,4442026.06 | 15.59 | 0.07 | |
| Next-bestConfig=k=5, n=6,1242026.06 | 15.65 | 0.13 | |
| EOSConfig=k=5, n=6,1242026.06 | 15.93 | 0.41 | |
| EOSConfig=k=10, n=6,4442026.06 | 16.4 | 0.88 | |
| Act. steeringConfig=L25, α=0.5, n=6,8312026.06 | 16.42 | 0.9 |