Advanced Deep Learning Model for Improving Student Evaluation in Programming Education

This paper investigates the potential applications of the pre-trained language model UniXcoder in programming education, with a focus on the utility of its embeddings in evaluating students' solutions. Due to its transformer-based architecture, UniXcoder is capable of generating syntactically a...

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Bibliographic Details

Published in:	2025 International Symposium on iNnovative Informatics of Biskra (ISNIB) pp. 1 - 6
Main Authors:	Chachoui, Yasmine, Azizi, Nabiha
Format:	Conference Proceeding
Language:	English
Published:	IEEE 28.01.2025
Subjects:	Accuracy Automated Assessment Bagging Code Embeddings Codes Education Feature extraction Informatics Machine Learning Predictive models Programming Education Programming profession Random forests Transformers UniXcoder
Online Access:	Get full text
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