Social Media Text Summarization on Weibo (test)
30.33ROUGE-1RASG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RASGBeam size=5, Word embedding dimension=256, Hidden units=512, Full name=Reader-Aware Summary Generator2018.12 | 30.33 | 12.39 | 27.16 | |
| CGUBeam size=5, Word embedding dimension=256, Hidden units=512, Architecture=Convolutional Gated Unit2018.12 | 27.32 | 11.36 | 25.49 | |
| S2SRBeam size=5, Word embedding dimension=256, Hidden units=512, Architecture=Sequence-to-sequence with reader attention2018.12 | 24.7 | 10 | 24.5 | |
| S2SBeam size=5, Word embedding dimension=256, Hidden units=512, Framework=Sequence-to-sequence2018.12 | 23.86 | 9.86 | 23.83 | |
| TextRankMethod type=Extractive, Description=Graph-based sentence ranking2018.12 | 13.5 | 4.55 | 11.46 | |
| LEAD1Method type=Extractive, Description=Selects first sentence of document2018.12 | 5.51 | 1.71 | 4.94 |