Unsupervised Abstractive Summarization on SAMSum (test)
28.91ROUGE-1Self-training + SummScore
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Self-training + SummScoreDecoding=Beam search, Beams=20, Re-ranking=SummScore2022.12 | 28.91 | 7.55 | 25.54 | 86.58 | |
| PEGASUS (ours) + SummScoreDecoding=Beam search, Beams=20, Re-ranking=SummScore2022.12 | 28.22 | 7.16 | 24.39 | 86.41 | |
| Self-trainingDecoding=Beam search, Beams=202022.12 | 26.96 | 6.41 | 23.4 | 86.25 | |
| PEGASUS (ours)Decoding=Beam search, Beams=202022.12 | 26.64 | 6.32 | 22.75 | 86.12 |