Summarization on CNN/DailyMail 50 document sample (sampled)
0.3PPLFROST
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FROSTDecoding Strategy=Single2022.03 | 0.3 | 39.03 | 0.66 | 0.72 | 3.74 | — | — | — | — | — | — | |
| PEGASUSDecoding Strategy=Single2022.03 | 0.35 | 36.09 | 0.65 | 0.7 | 3.78 | — | — | — | — | — | — | |
| FROST++Decoding Strategy=Single2022.03 | 0.37 | 38.87 | 0.66 | 0.79 | 3.94 | — | — | — | — | — | — | |
| Composition (FROST++)Decoding Strategy=Diverse, Sampling=Composition Sampling2022.03 | 0.46 | 35.07 | 0.64 | 0.73 | 3.89 | 4.9 | 62.81 | 0.07 | 0.72 | — | 0.78 | |
| Composition (FROST)Decoding Strategy=Diverse, Sampling=Composition Sampling2022.03 | 0.52 | 35.06 | 0.64 | 0.59 | 3.45 | 5 | 58.6 | 0.04 | 0.71 | — | 0.66 | |
| Nucleus (FROST)Decoding Strategy=Diverse2022.03 | 1.04 | 31.58 | 0.63 | 0.56 | 3.08 | 5 | 29.6 | 0.03 | 0.64 | — | 0.66 | |
| Nucleus (PEGASUS)Decoding Strategy=Diverse2022.03 | 1.39 | 28.99 | 0.62 | 0.62 | 3.08 | 5 | 26.99 | 0.03 | 0.63 | — | 0.7 |