Open-ended Text Generation on Wikitext-103
2.55PPLMLE
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MLEDecoding Strategy=Greedy2023.07 | 2.55 | 3.29 | 41.23 | 70.18 | 83.28 | 19.27 | 23.95 | |
| ULDecoding Strategy=Greedy2023.07 | 3.2 | 7.16 | 33.91 | 61.9 | 76.89 | 25.13 | 31.9 | |
| ScaleGradDecoding Strategy=Greedy2023.07 | 4.61 | 7.66 | 29.82 | 50.69 | 66.14 | 36.96 | 47.34 | |
| SELFCONTDecoding Strategy=Greedy2023.07 | 6.47 | 17.34 | 23.29 | 39.41 | 62.46 | 46.71 | 57.66 | |
| ScaleGradDecoding Strategy=Nucleus2023.07 | 12.41 | 25.69 | 18.59 | 29.24 | 45.19 | 66.35 | 80.23 | |
| ULDecoding Strategy=Nucleus2023.07 | 15.54 | 21.78 | 18.45 | 29.57 | 46.69 | 69.63 | 82.87 | |
| Ground TruthDecoding Strategy=Greedy2023.07 | 18.31 | 100 | 17.38 | 27.92 | 46.29 | 72.34 | 84.2 | |
| Ground TruthDecoding Strategy=Nucleus2023.07 | 18.31 | 100 | 17.38 | 27.92 | 46.29 | 72.34 | 84.2 | |
| SELFCONTDecoding Strategy=Nucleus2023.07 | 19.02 | 34.37 | 16.45 | 26.47 | 45.1 | 72.02 | 84.78 | |
| MLEDecoding Strategy=Nucleus2023.07 | 20.66 | 21.09 | 19.4 | 30.22 | 48.11 | 71.92 | 84.75 |