Deokgi Kim — accepted AI-conference papers

2025

Representation-to-Creativity (R2C): Automated Holistic Scoring Model for Essay Creativity

Deokgi Kim, Joonyoung Jo, Byung-Won On, Ingyu Lee

NAACL 2025findings

Despite active research on Automated Essay Scoring (AES), there is a noticeable scarcity of studies focusing on predicting creativity scores for essays. In this study, we develop a new essay rubric specifically designed for assessing creativity in essays. Leveraging this rubric, we construct ground…

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2023

A Comparative Analysis of the Effectiveness of Rare Tokens on Creative Expression using ramBERT

Youbin Lee, Deokgi Kim, Byung-Won On, Ingyu Lee

ACL 2023findings

Until now, few studies have been explored on Automated Creative Essay Scoring (ACES), in which a pre-trained model automatically labels an essay as a creative or a non-creative. Since the creativity evaluation of essays is very subjective, each evaluator often has his or her own criteria for creativ…

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