SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 61–70 of 104 papers

TitleStatusHype
A Prompt-independent and Interpretable Automated Essay Scoring Method for Chinese Second Language WritingCode1
EXPATS: A Toolkit for Explainable Automated Text ScoringCode1
Essay Quality Signals as Weak Supervision for Source-based Essay Scoring—0
Automated essay scoring using efficient transformer-based language models—0
Many Hands Make Light Work: Using Essay Traits to Automatically Score EssaysCode1
Neural Automated Essay Scoring Incorporating Handcrafted Features—0
Multi-task Learning for Automated Essay Scoring with Sentiment Analysis—0
Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking—0
Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments—0
Corruption Is Not All Bad: Incorporating Discourse Structure into Pre-training via Corruption for Essay Scoring—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural Pairwise Contrastive Regression (NPCR)Quadratic Weighted Kappa0.82—Unverified
2Tran-BERT-MS-ML-RQuadratic Weighted Kappa0.79—Unverified
3Considering-Content-XLNetQuadratic Weighted Kappa0.79—Unverified
4HISK+BOSWEQuadratic Weighted Kappa0.79—Unverified
5SkipFlowQuadratic Weighted Kappa0.76—Unverified
6MHMLWQuadratic Weighted Kappa0.76—Unverified
7AFQuadratic Weighted Kappa0.73—Unverified
8FDAQuadratic Weighted Kappa0.71—Unverified