Language Modeling on Shakespeare Low Resource
10.46PPLProposed
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Proposedmargin=1, T=0.462026.01 | 10.46 | — | 34.59 | 70.64 | 50.6 | 67.3 | |
| Proposed+SEmargin=1, T=0.442026.01 | 10.61 | — | 34.39 | 70.44 | 50.41 | 59.44 | |
| Proposed+alphaalpha=0.252026.01 | 10.61 | — | 37.2 | 72.39 | 52.66 | 68.23 | |
| CosReggamma=12026.01 | 10.64 | — | 31.77 | 68.49 | 48.17 | 54.5 | |
| Baseline2026.01 | 10.65 | — | 31.47 | 68.83 | 48.03 | 41.73 | |
| Advalpha=0.052026.01 | 10.81 | — | 31.37 | 68.57 | 47.89 | 25.14 | |
| AGGalpha=0.02, K=16002026.01 | 11.82 | — | 29.15 | 66.91 | 46.05 | 52.98 | |
| AGGalpha=0.2, K=16002026.01 | 12.24 | — | 28.75 | 65.39 | 45.39 | 26 | |
| Proposed+SEmargin=12026.01 | 13.91 | — | 45.44 | 78.27 | 59.86 | 71.09 | |
| Proposedmargin=12026.01 | 17.3 | — | 37.14 | 72.04 | 52.55 | 76.51 | |
| CWT2026.01 | 17.7 | — | 19.49 | 48.96 | 34.42 | 64.17 | |
| Proposedmargin=0.52026.01 | 29.9 | — | 37.16 | 72.29 | 52.69 | 77.67 | |
| Proposed+alpha+SEalpha=0.06252026.01 | 38.5 | — | 48.85 | 81.32 | 62.99 | 82.98 | |
| Proposed+alphaalpha=0.06252026.01 | 50.38 | — | 37.59 | 72.44 | 52.96 | 78.12 | |
| Proposedmargin=02026.01 | 100.66 | — | 5.94 | 40.65 | 21.62 | 93.52 |