Papers by Joonyoung Jo

1 papers
Representation-to-Creativity (R2C): Automated Holistic Scoring Model for Essay Creativity (2025.findings-naacl)

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Deokgi Kim, Joonyoung Jo, Byung-Won On, Ingyu Lee
Semantic Text Processing
Challenge: Existing studies on Automated Essay Scoring (AES) are limited.
Approach: They propose a new essay rubric specifically designed for assessing creativity in essays . they use a ground truth data set to construct a self-supervised learning model .
Outcome: The proposed model improves the assessment of creativity in essays by 58% compared to the current models.

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