| Benchmark | Model | Rank | Results |
|---|---|---|---|
| constituency-parsing-on-ctb5 | Hashing + Bert | #4 | F1 score: 92.33 |
| constituency-parsing-on-penn-treebank | Hashing + XLNet | #1 | F1 score: 96.43 |
| constituency-parsing-on-penn-treebank | Hashing + Bert | #7 | F1 score: 96.03 |
| nested-named-entity-recognition-on-ace-2004 | Hashing | #9 | F1: 87.93 |
| nested-named-entity-recognition-on-ace-2005 | Hashing | #10 | F1: 85.90 |
| nested-named-entity-recognition-on-genia | Hashing | #7 | F1: 80.54 |