Semantic Dependency Parsing on SemEval Task 18 Brown corpus OOD 2015
88.9Average LF1Dozat and Manning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Dozat and ManningYear=20182019.09 | 88.9 | — | — | — | |
| attention-based neural transducer2019.09 | 87.1 | — | — | — | |
| Peng et al.Year=20182019.09 | 86.6 | — | — | — | |
| Biaffine Semantic Dependency Parserembeddings=+Char +Lemma2018.07 | 86.3 | 88.9 | 90.6 | 79.4 | |
| Biaffine Semantic Dependency Parserembeddings=+Lemma2018.07 | 86 | 88.8 | 90.5 | 78.7 | |
| Biaffine Semantic Dependency Parserembeddings=+Char2018.07 | 85.7 | 87.8 | 90.6 | 78.6 | |
| Peng et al. FREDA3Year=2017a2019.09 | 85.3 | — | — | — | |
| Biaffine Semantic Dependency Parserembeddings=basic2018.07 | 85 | 86.9 | 90.8 | 77.5 | |
| Wang et al.Year=20182019.09 | 84.9 | — | — | — | |
| Peng et al. BASICYear=2017a2019.09 | 84.5 | — | — | — | |
| PTS17: Freda3training_mode=multi-task2018.07 | 84.4 | 85.3 | 89 | 76.4 | |
| Almeida and MartinsYear=2015, Evaluation Track=open2019.09 | 83.8 | — | — | — | |
| PTS17: Basictraining_mode=single-task2018.07 | 83.6 | 84.5 | 88.3 | 75.3 | |
| WCGL182018.07 | 82.8 | 84.9 | 87.6 | 75.9 | |
| Du et al.Year=20152019.09 | 81.8 | — | — | — | |
| Almeida and Martins (2015)2018.07 | 81.2 | 81.8 | 86.9 | 74.8 | |
| Du et al. (2015)2018.07 | 80.8 | 81.8 | 87.2 | 73.3 |