Summarization on NYT50 limited length (test)
46.66ROUGE-1BERTSUM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BERTSUMModel Type=Extractive, Length=limited2019.09 | 46.66 | 26.35 | 42.62 | |
| BERT-ext + abs + RLModel Type=Abstractive, Length=limited2019.09 | 46.63 | 26.76 | 43.38 | |
| Two-Stage BERTModel Type=Abstractive, Length=limited2019.09 | 45.33 | 26.53 | — | |
| BERT-ext + absModel Type=Abstractive, Length=limited2019.09 | 44.41 | 24.61 | 41.4 | |
| Deep ReinforcedModel Type=Abstractive, Length=limited2019.09 | 42.94 | 26.02 | — | |
| FullModel Type=Extractive, Length=limited2019.09 | 42.2 | 24.9 | — | |
| First k wordsModel Type=Extractive, Length=limited2019.09 | 35.7 | 21.6 | — | |
| First sentencesModel Type=Extractive, Length=limited2019.09 | 28.6 | 17.3 | — |