| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Geometry-Aware Supertagging with Heterogeneous Dynamic Convolutions | ✓ Link | 96.29 | Heterogeneous Dynamic Convolutions | 2022-03-23 |
| Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks | ✓ Link | 96.25 | NeST-CCG + BERT | 2020-10-13 |
| Semi-Supervised Sequence Modeling with Cross-View Training | ✓ Link | 96.1 | CVT + Multi-task + Large | 2018-09-22 |
| LSTM CCG Parsing | 94.7 | Lewis et al. | 2016-06-01 | |
| Hierarchically-Refined Label Attention Network for Sequence Labeling | ✓ Link | 94.7 | BiLSTM-LAN | 2019-08-23 |
| Supertagging With LSTMs | 94.24 | Vaswani et al. | 2016-06-01 | |
| Deep multi-task learning with low level tasks supervised at lower layers | 93.26 | Low supervision | 2016-08-01 | |
| CCG Supertagging with a Recurrent Neural Network | 93.00 | Xu et al. | 2015-07-01 |