Summarization on CNN/Daily Mail (test)
66RelevanceBERT-ext + abs + RL + rerank
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BERT-ext + abs + RL + rerankrerank=true, training=RL2019.09 | 66 | 61 | 127 | |
| BERTSUM2019.09 | 58 | 60 | 118 | |
| Sentence Rewrite2019.09 | 56 | 59 | 115 | |
| ROUGESal+Entailreward_type=multi-reward (Saliency + Entailment)2018.04 | 55 | 54 | 109 | |
| See et al.2018.04 | 34 | 33 | 67 | |
| SumGAN2018.08 | 6.74 | 6.79 | — | |
| Pointer-gen + coverage2018.08 | 6.73 | 6.76 | — | |
| ML+RL ROUGE+Novel, with LMlanguage model=included2018.08 | 6.63 | 6.35 | — |