Automated Essay Scoring On Asap
評価指標
Quadratic Weighted Kappa
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | Quadratic Weighted Kappa | Paper Title | Repository |
|---|---|---|---|
| HISK+BOSWE | 0.785 | Automated essay scoring with string kernels and word embeddings | - |
| Tran-BERT-MS-ML-R | 0.791 | On the Use of BERT for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation | |
| Considering-Content-XLNet | 0.786 | Countering the Influence of Essay Length in Neural Essay Scoring | |
| FDA | 0.705 | - | - |
| Neural Pairwise Contrastive Regression (NPCR) | 0.817 | Automated Essay Scoring via Pairwise Contrastive Regression | |
| AF | 0.734 | - | - |
| SkipFlow | 0.764 | SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring | |
| MHMLW | 0.764 | Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays |
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