| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| BertGCN: Transductive Text Classification by Combining GCN and BERT | ✓ Link | 72.8 | RoBERTaGCN | 2021-05-12 |
| Text Level Graph Neural Network for Text Classification | ✓ Link | 69.4 | Our Model* | 2019-10-06 |
| Simplifying Graph Convolutional Networks | ✓ Link | 68.5 | SGCN | 2019-02-19 |
| Simplifying Graph Convolutional Networks | ✓ Link | 68.5 | SGC | 2019-02-19 |
| Simple Spectral Graph Convolution | ✓ Link | 68.5 | SSGC | 2021-01-01 |
| Graph Convolutional Networks for Text Classification | ✓ Link | 68.36 | Text GCN | 2018-09-15 |
| Graph Star Net for Generalized Multi-Task Learning | ✓ Link | 64.2 | GraphStar | 2019-06-21 |
| Rep the Set: Neural Networks for Learning Set Representations | ✓ Link | 64.06 | ApproxRepSet | 2019-04-03 |
| Speeding up Word Mover's Distance and its variants via properties of distances between embeddings | ✓ Link | 58.74 | REL-RWMD k-NN | 2019-12-01 |
| On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis | ✓ Link | 36.2 | CNN+Lowercased | 2017-07-06 |