Constituency Parsing on CTB 5.1 (test)
93.59F1 ScoreYang and Deng
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Yang and DengBackbone=BERT2024.06 | 93.59 | — | — | |
| Tian et al.Backbone=BERT2024.06 | 92.66 | — | — | |
| Mrini et al.Backbone=BERT, External Dependency Supervision=true2021.09 | 92.64 | 91.85 | 93.45 | |
| Mrini et al.Backbone=BERT2024.06 | 92.64 | — | — | |
| Xin et al.Backbone=BERT2024.06 | 92.5 | — | — | |
| Yang and TuBackbone=BERT, year=20232024.06 | 92.41 | — | — | |
| bit-level parserBackbone=BERT, Bit-width=12 bits2024.06 | 92.33 | — | — | |
| NFCBackbone=BERT2021.09 | 92.31 | 92.17 | 92.45 | |
| Cui et al.Backbone=BERT2024.06 | 92.31 | — | — | |
| Zhang et al.Backbone=BERT2021.09 | 92.27 | 92.04 | 92.51 | |
| Zhang et al.Backbone=BERT2024.06 | 92.27 | — | — | |
| bit-level parserBackbone=BERT, Bit-width=10 bits2024.06 | 92.25 | — | — | |
| Tian et al.Backbone=BERT2021.09 | 92.2 | 92.14 | 92.25 | |
| Zhou and ZhaoBackbone=BERT, External Dependency Supervision=true2021.09 | 92.18 | 92.03 | 92.33 | |
| Zhou and ZhaoBackbone=BERT2024.06 | 92.18 | — | — | |
| bit-level parserBackbone=BERT, Bit-width=16 bits2024.06 | 92.18 | — | — | |
| NFC w/o L_regBackbone=BERT, Pattern Loss=Included, Consistency Loss=Excluded2021.09 | 92.13 | 91.87 | 92.4 | |
| Zhou and ZhaoBackbone=BERT2021.09 | 92.1 | 91.14 | 93.09 | |
| bit-level parserBackbone=BERT, Bit-width=14 bits2024.06 | 92.06 | — | — | |
| bit-level parserBackbone=BERT, Bit-width=8 bits2024.06 | 91.99 | — | — | |
| Kitaev and KleinBackbone=BERT, Implementation=reproduced baseline2021.09 | 91.98 | 91.8 | 92.23 | |
| Liu and ZhangBackbone=BERT, Re-implementation=Fried et al. (2019)2021.09 | 91.81 | — | — | |
| Kitaev and KleinBackbone=BERT2021.09 | 91.75 | 91.55 | 91.96 | |
| Kitaev et al.Backbone=BERT2024.06 | 91.75 | — | — | |
| bit-level parserBackbone=BERT, Bit-width=6 bits2024.06 | 91.45 | — | — |