Semantic Dependency Parsing on SemEval Task 18 2015 (WSJ ID)
93.7Avg (LF1)Dozat and Manning
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Dozat and ManningYear=20182019.09 | 93.7 | — | — | — | — | |
| attention-based neural transducer2019.09 | 92.2 | — | — | — | — | |
| Peng et al.Year=20182019.09 | 91.2 | — | — | — | — | |
| Peng et al. FREDA3Year=2017a2019.09 | 90.4 | — | — | — | — | |
| Wang et al.Year=20182019.09 | 90.3 | — | — | — | — | |
| Biaffine Semantic Dependency Parserembeddings=+Char +Lemma2018.07 | 89.5 | 93.7 | 93.9 | 81 | — | |
| Almeida and MartinsYear=2015, Evaluation Track=open2019.09 | 89.4 | — | — | — | — | |
| Peng et al. BASICYear=2017a2019.09 | 89.4 | — | — | — | — | |
| Biaffine Semantic Dependency Parserembeddings=+Char2018.07 | 89.1 | 92.7 | 94 | 80.5 | — | |
| Biaffine Semantic Dependency Parserembeddings=+Lemma2018.07 | 89.1 | 93.3 | 93.9 | 80.3 | — | |
| Du et al.Year=20152019.09 | 89.1 | — | — | — | — | |
| Biaffine Semantic Dependency Parserembeddings=basic2018.07 | 88.1 | 91.4 | 93.9 | 79.1 | — | |
| PTS17: Freda3training_mode=multi-task2018.07 | 88 | 90.4 | 92.7 | 78.5 | — | |
| PTS17: Basictraining_mode=single-task2018.07 | 87.4 | 89.4 | 92.2 | 77.6 | — | |
| WCGL182018.07 | 86.9 | 90.3 | 91.7 | 78.6 | — | |
| Du et al. (2015)2018.07 | 85.3 | 89.1 | 91.3 | 75.7 | — | |
| Almeida and Martins (2015)2018.07 | 85.2 | 88.2 | 90.9 | 76.4 | — | |
| ACEMode=Fine-tune2020.10 | — | — | — | — | 95.6 | |
| ACEMode=Fine-tune2020.10 | — | — | — | — | 95.8 | |
| D & M2020.10 | — | — | — | — | 93.7 | |
| D & M2020.10 | — | — | — | — | 93.9 | |
| F & G2020.10 | — | — | — | — | 94.4 | |
| F & G2020.10 | — | — | — | — | 95.1 | |
| He and Choi2020.10 | — | — | — | — | 94.6 | |
| He and Choi2020.10 | — | — | — | — | 96.1 | |
| Jia et al.2020.10 | — | — | — | — | 93.6 | |
| Wang et al.2020.10 | — | — | — | — | 94 | |
| Wang et al.2020.10 | — | — | — | — | 94.1 | |
| XLNetMode=Fine-tune2020.10 | — | — | — | — | 94.2 | |
| XLNetMode=Fine-tune2020.10 | — | — | — | — | 94.8 |