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

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Showing 26–50 of 104 papers

TitleStatusHype
Exploring LLM Prompting Strategies for Joint Essay Scoring and Feedback GenerationCode0
Unleashing Large Language Models' Proficiency in Zero-shot Essay Scoring—0
Transformer-based Joint Modelling for Automatic Essay Scoring and Off-Topic Detection—0
Autoregressive Score Generation for Multi-trait Essay ScoringCode0
Can Large Language Models Automatically Score Proficiency of Written Essays?Code0
Frustratingly Simple Prompting-based Text Denoising—0
DREsS: Dataset for Rubric-based Essay Scoring on EFL Writing—0
VerAs: Verify then Assess STEM Lab ReportsCode0
Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMsCode1
Unveiling the Tapestry of Automated Essay Scoring: A Comprehensive Investigation of Accuracy, Fairness, and GeneralizabilityCode0
Empirical Study of Large Language Models as Automated Essay Scoring Tools in English Composition__Taking TOEFL Independent Writing Task for Example—0
Enhancing Essay Scoring with Adversarial Weights Perturbation and Metric-specific AttentionPooling—0
Learning to love diligent trolls: Accounting for rater effects in the dialogue safety taskCode0
LLM-as-a-tutor in EFL Writing Education: Focusing on Evaluation of Student-LLM Interaction—0
Rubric-Specific Approach to Automated Essay Scoring with Augmentation Training—0
Review of feedback in Automated Essay Scoring—0
Automated Essay Scoring in Argumentative Writing: DeBERTeachingAssistant—0
Modeling Structural Similarities between Documents for Coherence Assessment with Graph Convolutional NetworksCode0
Prompt- and Trait Relation-aware Cross-prompt Essay Trait ScoringCode1
The Effectiveness of a Dynamic Loss Function in Neural Network Based Automated Essay Scoring—0
WikiSQE: A Large-Scale Dataset for Sentence Quality Estimation in WikipediaCode0
Can ChatGPT and Bard Generate Aligned Assessment Items? A Reliability Analysis against Human Performance—0
H-AES: Towards Automated Essay Scoring for HindiCode0
Using Active Learning Methods to Strategically Select Essays for Automated Scoring—0
Data Augmentation for Automated Essay Scoring using Transformer Models—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