Abstractive Summarization on LCSTS
39.4ROUGE-1seq2seq + CGU
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| seq2seq + CGUimplementation=Our implementation, module=Convolutional Gated Unit2018.05 | 39.4 | 26.9 | 36.5 | |
| DRGDdecoder=deep recurrent generative decoder2018.05 | 37 | 24.2 | 34.2 | |
| CopyNetmechanism=copy mechanism2018.05 | 34.4 | 21.6 | 31.3 | |
| seq2seqimplementation=Our implementation2018.05 | 33.8 | 23.1 | 32.5 | |
| SRB2018.05 | 33.3 | 20 | 30.1 | |
| RNN-contextmechanism=attention2018.05 | 29.9 | 17.4 | 27.2 | |
| RNN2018.05 | 21.5 | 8.9 | 18.6 |