| Paper | Code | Accuracy (5-fold) | ModelName | ReleaseDate |
|---|---|---|---|---|
| Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features | ✓ Link | 0.990 | RoBERTa-RF-T1 hybrid | 2021-09-25 |
| A Neural Pairwise Ranking Model for Readability Assessment | ✓ Link | 0.979 | NPRM-BERT | 2022-03-14 |
| Supervised and Unsupervised Neural Approaches to Text Readability | ✓ Link | 0.787 | HAN (Hierarchical Attention Network) | 2019-07-26 |
| OneStopEnglish corpus: A new corpus for automatic readability assessment and text simplification | 0.781 | SMO (Sequential Minimal Optimization) | 2018-06-01 | |
| BERT Embeddings for Automatic Readability Assessment | ✓ Link | 0.744 | Logistic Regression | 2021-06-15 |