Complexity-Based Code Embeddings

Author:

Folea RaresORCID,Iacob RaduORCID,Slusanschi EmilORCID,Rebedea TraianORCID

Publisher

Springer Nature Switzerland

Reference16 articles.

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

2. Ben-Nun, T., Jakobovits, A.S., Hoefler, T.: Neural code comprehension: a learnable representation of code semantics. In: Proceedings of the 32nd International Conference on Neural Information Processing Systems. pp. 3589–3601. NIPS2 018, Curran Associates Inc., Red Hook, NY, USA (2018)

3. Buratti, L., et al.: Exploring software naturalness through neural language models. CoRR abs/2006.12641 (2020). https://arxiv.org/abs/2006.12641

4. Calotoiu, A.: Automatic empirical performance modeling of parallel programs (2018)

5. Chen, T., Guestrin, C.: XGBoost: a scalable tree boosting system. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 785–794 (2016)

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