Automatic Grading of Student Code with Similarity Measurement-Reference-Cited by-同舟云学术

Automatic Grading of Student Code with Similarity Measurement

Published:2023 Issue: Volume: Page:286-301
ISSN:0302-9743
Container-title:Machine Learning and Knowledge Discovery in Databases
language:
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Author:

Wang Dongxia,Zhang En,Lu Xuesong

Publisher

Springer Nature Switzerland

Link

https://link.springer.com/content/pdf/10.1007/978-3-031-26422-1_18

Reference27 articles.

1. Alon, U., Brody, S., Levy, O., Yahav, E.: code2seq: generating sequences from structured representations of code. In: International Conference on Learning Representations (2018)

2. Alon, U., Zilberstein, M., Levy, O., Yahav, E.: code2vec: learning distributed representations of code. Proc. ACM Program. Lang. 3(POPL), 1–29 (2019)

3. Bielik, P., Raychev, V., Vechev, M.: PHOG: probabilistic model for code. In: International Conference on Machine Learning, pp. 2933–2942. PMLR (2016)

4. Bui, N.D., Yu, Y., Jiang, L.: Self-supervised contrastive learning for code retrieval and summarization via semantic-preserving transformations. In: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 511–521 (2021)

5. Bui, N.D., Yu, Y., Jiang, L.: TreeCaps: tree-based capsule networks for source code processing. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 35, pp. 30–38 (2021)

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