Automated Essay Scoring
Essay scoring: Automated Essay Scoring is the task of assigning a score to an essay, usually in the context of assessing the language ability of a language learner. The quality of an essay is affected by the following four primary dimensions: topic relevance, organization and coherence, word usage and sentence complexity, and grammar and mechanics.
Source: A Joint Model for Multimodal Document Quality Assessment
Papers
No papers found.
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Neural Pairwise Contrastive Regression (NPCR) | Quadratic Weighted Kappa | 0.82 | — | Unverified |
| 2 | Tran-BERT-MS-ML-R | Quadratic Weighted Kappa | 0.79 | — | Unverified |
| 3 | Considering-Content-XLNet | Quadratic Weighted Kappa | 0.79 | — | Unverified |
| 4 | HISK+BOSWE | Quadratic Weighted Kappa | 0.79 | — | Unverified |
| 5 | SkipFlow | Quadratic Weighted Kappa | 0.76 | — | Unverified |
| 6 | MHMLW | Quadratic Weighted Kappa | 0.76 | — | Unverified |
| 7 | AF | Quadratic Weighted Kappa | 0.73 | — | Unverified |
| 8 | FDA | Quadratic Weighted Kappa | 0.71 | — | Unverified |