Overlapping Mention Recognition on ACE 2004
80.1PrecisionSH
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SHArchitecture=Neural, c=6, char=true2018.10 | 80.1 | 67.5 | 73.3 | |
| SHArchitecture=Neural, c=62018.10 | 79.1 | 67.3 | 72.7 | |
| CRF (CASCADED)Architecture=Non-Neural2018.10 | 78.4 | 46.4 | 58.3 | |
| SHArchitecture=Neural, c=n, char=true2018.10 | 78 | 72.4 | 75.1 | |
| SHArchitecture=Neural, c=n2018.10 | 77.7 | 72.1 | 74.5 | |
| Semi-CRFArchitecture=Non-Neural, c=62018.10 | 76.1 | 41.4 | 53.6 | |
| Wang et al. (2018)Architecture=Neural2018.10 | 74.9 | 71.8 | 73.3 | |
| Katiyar and Cardie (2018)Architecture=Neural2018.10 | 73.6 | 71.8 | 72.7 | |
| Muis and Lu (2017)Architecture=Non-Neural2018.10 | 72.7 | 58 | 64.5 | |
| CRF (LINEAR)Architecture=Non-Neural2018.10 | 71.8 | 40.8 | 52.1 | |
| SHArchitecture=Non-Neural, c=n2018.10 | 71.1 | 60.6 | 65.4 | |
| Lu and Roth (2015)Architecture=Non-Neural2018.10 | 70 | 56.9 | 62.8 | |
| SHArchitecture=Non-Neural, c=62018.10 | 69.4 | 57 | 62.6 | |
| FOFEArchitecture=Neural, c=62018.10 | 68.2 | 54.3 | 60.5 | |
| Semi-CRFArchitecture=Non-Neural, c=n2018.10 | 66.7 | 42 | 51.5 | |
| FOFEArchitecture=Neural, c=n2018.10 | 57.3 | 46.8 | 51.5 |