Automated Essay Scoring On Asap

Métriques

Quadratic Weighted Kappa

Résultats

Résultats de performance de divers modèles sur ce benchmark

		Paper Title
Neural Pairwise Contrastive Regression (NPCR)	0.817	Automated Essay Scoring via Pairwise Contrastive Regression
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
HISK+BOSWE	0.785	Automated essay scoring with string kernels and word embeddings
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
AF	0.734	-
FDA	0.705	-

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