Unsupervised Abstractive Summarization on WikiHow (test)
0.265ROUGE-1Self-training + SummScore
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Self-training + SummScoreDecoding=Beam search, Beams=20, Re-ranking=SummScore2022.12 | 0.265 | 0.0628 | 0.1903 | 0.8493 | |
| PEGASUS (ours) + SummScoreDecoding=Beam search, Beams=20, Re-ranking=SummScore2022.12 | 0.264 | 0.063 | 0.1883 | 0.8492 | |
| Self-trainingDecoding=Beam search, Beams=202022.12 | 0.2608 | 0.0608 | 0.1859 | 0.8489 | |
| PEGASUS (ours)Decoding=Beam search, Beams=202022.12 | 0.2549 | 0.0591 | 0.1799 | 0.8498 |