| Paper | Code | Quadratic Weighted Kappa | ModelName | ReleaseDate |
|---|---|---|---|---|
| Automated Essay Scoring via Pairwise Contrastive Regression | ✓ Link | 0.817 | Neural Pairwise Contrastive Regression (NPCR) | |
| On the Use of BERT for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation | ✓ Link | 0.791 | Tran-BERT-MS-ML-R | 2022-05-08 |
| Countering the Influence of Essay Length in Neural Essay Scoring | ✓ Link | 0.786 | Considering-Content-XLNet | |
| Automated essay scoring with string kernels and word embeddings | 0.785 | HISK+BOSWE | 2018-04-21 | |
| SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring | ✓ Link | 0.764 | SkipFlow | 2017-11-14 |
| Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays | ✓ Link | 0.764 | MHMLW | 2021-02-01 |
| Automatic Features for Essay Scoring -- An Empirical Study | 0.734 | AF | 2016-11-01 | |
| Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression | 0.705 | FDA | 2015-09-01 |