A repository for implementation of BIO-tagged copy mechanism
- Sequential Copying Networks: https://arxiv.org/pdf/1807.02301.pdf
| Model | ROUGE-1 | ROUGE-2 | ROUGE-L | Paper / Source | Code |
|---|---|---|---|---|---|
| UniLM (Dong et al., 2019) | 38.90 | 20.05 | 36.00 | Unified Language Model Pre-training for Natural Language Understanding and Generation | Official |
| BiSET (Wang et al., 2019) | 39.11 | 19.78 | 36.87 | BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization | Official |
| MASS (Song et al., 2019) | 38.73 | 19.71 | 35.96 | MASS: Masked Sequence to Sequence Pre-training for Language Generation | Official |
| JointParsing (Song el at., 2020) | 36.61 | 18.85 | 34.33 | Joint Parsing and Generation for Abstractive Summarization | Official |
| CGU (Lin et al., 2018) | 36.3 | 18.0 | 33.8 | Global Encoding for Abstractive Summarization | Official |
| Struct+2Way+Word (Song et al., 2018) | 35.47 | 17.66 | 33.52 | Structure-Infused Copy Mechanisms for Abstractive Summarization | Official |