| Paper | Code | F1 score | ModelName | ReleaseDate |
|---|---|---|---|---|
| Strongly Incremental Constituency Parsing with Graph Neural Networks | ✓ Link | 93.52 | Attach-Juxtapose Parser + BERT | 2020-10-27 |
| Improving Constituency Parsing with Span Attention | ✓ Link | 92.66 | SAPar + BERT | 2020-10-15 |
| N-ary Constituent Tree Parsing with Recursive Semi-Markov Model | ✓ Link | 92.50 | N-ary semi-markov + BERT | 2021-07-26 |
| To be Continuous, or to be Discrete, Those are Bits of Questions | ✓ Link | 92.33 | Hashing + Bert | 2024-06-12 |
| Fast and Accurate Neural CRF Constituency Parsing | ✓ Link | 92.27 | CRF Parser + BERT | 2020-08-09 |
| Multilingual Constituency Parsing with Self-Attention and Pre-Training | ✓ Link | 91.75 | Kitaev etal. 2019 | 2018-12-31 |
| Fast and Accurate Neural CRF Constituency Parsing | ✓ Link | 89.80 | CRF Parser | 2020-08-09 |
| Head-Driven Phrase Structure Grammar Parsing on Penn Treebank | ✓ Link | 89.40 | Zhou etal. 2019 | 2019-07-05 |
| Constituency Parsing with a Self-Attentive Encoder | ✓ Link | 87.43 | Kitaev etal. 2018 | 2018-05-02 |