| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Unsupervised Data Augmentation for Consistency Training | ✓ Link | 65.83 | BERT large | 2019-04-29 |
| Deep Pyramid Convolutional Neural Networks for Text Categorization | ✓ Link | 65.19 | DPCNN | 2017-07-01 |
| Disconnected Recurrent Neural Networks for Text Categorization | 64.43 | DRNN | 2018-07-01 | |
| Unsupervised Data Augmentation for Consistency Training | ✓ Link | 62.88 | BERT large finetune UDA | 2019-04-29 |
| Explicit Interaction Model towards Text Classification | ✓ Link | 61.9 | EXAM | 2018-11-23 |
| Sliced Recurrent Neural Networks | ✓ Link | 61.65 | SRNN | 2018-07-06 |
| Compositional Coding Capsule Network with K-Means Routing for Text Classification | ✓ Link | 60.95 | CCCapsNet | 2018-10-22 |
| Bag of Tricks for Efficient Text Classification | ✓ Link | 60.2 | FastText | 2016-07-06 |
| On Tree-Based Neural Sentence Modeling | ✓ Link | 49.7 | Gumbel+bi-leaf-RNN | 2018-08-29 |