| Benchmark | Model | Rank | Results |
|---|---|---|---|
| constituency-parsing-on-ctb5 | Zhou etal. 2019 | #8 | F1 score: 89.40 |
| constituency-parsing-on-penn-treebank | Head-Driven Phrase Structure Grammar Parsing (Joint) + XLNet | #5 | F1 score: 96.33 |
| constituency-parsing-on-penn-treebank | Head-Driven Phrase Structure Grammar Parsing (Joint) + BERT | #10 | F1 score: 95.84 |
| dependency-parsing-on-penn-treebank | HPSG Parser (Joint) + XLNet | #5 | LAS: 95.72UAS: 97.20POS: 97.3 |