Metric: POS (higher is better)
| # | Model↕ | POS▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | jPTDP | 97.97 | No | An improved neural network model for joint POS t... | 2018-07-11 | Code |
| 2 | Andor et al. | 97.44 | No | Globally Normalized Transition-Based Neural Netw... | 2016-03-19 | Code |
| 3 | Distilled neural FOG | 97.44 | No | Distilling an Ensemble of Greedy Dependency Pars... | 2016-09-24 | Code |
| 4 | BIST transition-based parser | 97.44 | No | Simple and Accurate Dependency Parsing Using Bid... | 2016-03-14 | Code |
| 5 | Label Attention Layer + HPSG + XLNet | 97.3 | No | Rethinking Self-Attention: Towards Interpretabil... | 2019-11-10 | Code |
| 6 | HPSG Parser (Joint) + XLNet | 97.3 | No | Head-Driven Phrase Structure Grammar Parsing on ... | 2019-07-05 | Code |
| 7 | Graph-based parser with GNNs | 97.3 | No | - | - | Code |
| 8 | Stack-Pointer Network | 97.3 | No | Stack-Pointer Networks for Dependency Parsing | 2018-05-03 | Code |
| 9 | Weiss et al. | 97.3 | No | Structured Training for Neural Network Transitio... | 2015-06-19 | - |
| 10 | Arc-hybrid | 97.3 | No | Training with Exploration Improves a Greedy Stac... | 2016-03-11 | - |
| 11 | BIST graph-based parser | 97.3 | No | Simple and Accurate Dependency Parsing Using Bid... | 2016-03-14 | Code |