| Paper | Code | Accuracy | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Rep the Set: Neural Networks for Learning Set Representations | ✓ Link | 97.17 | ApproxRepSet | 2019-04-03 | |
| Speeding up Word Mover's Distance and its variants via properties of distances between embeddings | ✓ Link | 95.61 | REL-RWMD k-NN | 2019-12-01 | |
| Text classification with word embedding regularization and soft similarity measure | ✓ Link | 92.65 | Orthogonalized Soft VSM | 2020-03-10 | |
| MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network | ✓ Link | 89.9 | MAGNET | 2020-02-24 | |
| Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation | ✓ Link | 89.3 | VLAWE | 2019-02-23 | |
| DocBERT: BERT for Document Classification | ✓ Link | 88.9 | KD-LSTMreg | 2019-04-17 | |
| Rethinking Complex Neural Network Architectures for Document Classification | ✓ Link | 87.0 | LSTM-reg (single model) | 2019-06-01 | |
| Improving Document Classification with Multi-Sense Embeddings | ✓ Link | 82.71 | SCDV-MS | 2019-11-18 |