Joint Entity and Relation Extraction on DREC
82.96Entity F1baseline + AT
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| baseline + ATExternal NLP Tools=false, Evaluation Protocol=Boundaries2018.08 | 82.96 | — | — | — | — | 53.87 | 68.42 | |
| baselineExternal NLP Tools=false, Evaluation Protocol=Boundaries2018.08 | 82.3 | — | — | — | — | 52.81 | 67.56 | |
| baseline + ATExternal NLP Tools=false, Evaluation Protocol=Standard2018.08 | 82.04 | — | — | — | — | 53.12 | 67.58 | |
| baselineExternal NLP Tools=false, Evaluation Protocol=Standard2018.08 | 81.39 | — | — | — | — | 52.26 | 66.83 | |
| Bekoulis et al. (2018a)External NLP Tools=false, Evaluation Protocol=Boundaries2018.08 | 79.11 | — | — | — | — | 49.7 | 64.41 | |
| multi-head+EPre-calculated Features=false, Evaluation Protocol=boundaries2018.04 | 0.823 | 0.7984 | 0.8492 | 0.5052 | 0.553 | 0.5281 | 0.6756 | |
| single-headPre-calculated Features=false, Evaluation Protocol=strict2018.04 | 0.8143 | 0.788 | 0.8426 | 0.5057 | 0.543 | 0.5237 | 0.669 | |
| multi-headPre-calculated Features=false, Evaluation Protocol=strict2018.04 | 0.8139 | 0.7897 | 0.8398 | 0.5 | 0.5473 | 0.5226 | 0.6683 | |
| Bekoulis et al. (2018)Pre-calculated Features=false, Evaluation Protocol=boundaries2018.04 | 0.7911 | 0.7793 | 0.8031 | 0.4924 | 0.5017 | 0.497 | 0.6441 |