| Paper | Code | Accuracy (5-fold) | ModelName | ReleaseDate |
|---|---|---|---|---|
| A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced Loss | ✓ Link | 0.927 | BERT-FP-LBL | 2022-10-19 |
| Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features | ✓ Link | 0.905 | BART-RF-T1 hybrid | 2021-09-25 |
| Supervised and Unsupervised Neural Approaches to Text Readability | ✓ Link | 0.857 | BERT | 2019-07-26 |
| Linguistic Features for Readability Assessment | ✓ Link | 0.838 | BERT + SVM (with Handcrafted Features) | 2020-05-30 |
| Text Readability Assessment for Second Language Learners | ✓ Link | 0.803 | SVM (Support Vector Machine) with Handcrafted Features | 2019-06-18 |