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 51–75 of 104 papers

TitleStatusHype
Investigating neural architectures for short answer scoring—0
Is GPT-4 Alone Sufficient for Automated Essay Scoring?: A Comparative Judgment Approach Based on Rater Cognition—0
LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models—0
LinggleWrite: a Coaching System for Essay Writing—0
Multiple Instance Learning for Content Feedback Localization without Annotation—0
Multi-task Learning for Automated Essay Scoring with Sentiment Analysis—0
MWE for Essay Scoring English as a Foreign Language—0
Neural Automated Essay Scoring Incorporating Handcrafted Features—0
Neural Multi-task Learning in Automated Assessment—0
On the Suitability of pre-trained foundational LLMs for Analysis in German Legal Education—0
Predicting Grammaticality on an Ordinal Scale—0
Unleashing Large Language Models' Proficiency in Zero-shot Essay Scoring—0
Rationale Behind Essay Scores: Enhancing S-LLM's Multi-Trait Essay Scoring with Rationale Generated by LLMs—0
Regression or classification? Automated Essay Scoring for Norwegian—0
Review of feedback in Automated Essay Scoring—0
Rubric-Specific Approach to Automated Essay Scoring with Augmentation Training—0
Should You Fine-Tune BERT for Automated Essay Scoring?—0
TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring—0
The Effectiveness of a Dynamic Loss Function in Neural Network Based Automated Essay Scoring—0
The effects of data size on Automated Essay Scoring engines—0
The Impact of Example Selection in Few-Shot Prompting on Automated Essay Scoring Using GPT Models—0
Toward Educator-focused Automated Scoring Systems for Reading and Writing—0
Transformer-based Joint Modelling for Automatic Essay Scoring and Off-Topic Detection—0
TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring—0
UKARA 1.0 Challenge Track 1: Automatic Short-Answer Scoring in Bahasa Indonesia—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