Empirical Study on the Loss Functions of Contrastive Learning-based Multi-scale BERT model for Automated Essay Scoring

Author:

Han SangwooORCID,Yu DaegonORCID,On Byung-WonORCID,Lee IngyuORCID

Funder

Ministry of Science and ICT

National Research Foundation of Korea

Publisher

Korean Institute of Information Technology

Subject

General Medicine

Reference30 articles.

1. Kaggle, "The Hewlett Foundation: Automated Es-say Scoring", https://www.kaggle.com/competitions/asap-aes/data [accessed: Feb. 18, 2023]

2. The random forest algorithm for statistical learning

3. New Machine Learning Algorithm: Random Forest

4. H. Ghanta, "Automated essay evaluation using n-atural language processing and machine learning", Columbus State University, 2019.

5. Automated Essay Scoring: A Survey of the State of the Art

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