Statistical Natural Language Processing Methods for Computer Program Source Code

Sutton, Charles (Principal Investigator)

School of Informatics

Status	Finished
Effective start/end date	1/10/13 → 31/03/17

Funding

EPSRC: £469,502.00

9 Conference contribution
3 Article

A Survey of Machine Learning for Big Code and Naturalness
Allamanis, M., Barr, E. T., Devanbu, P. & Sutton, C., 31 Jul 2018, In: ACM Computing Surveys. 51, 4, 36 p., 81.
Research output: Contribution to journal › Article › peer-review

Open Access
File
Mining Semantic Loop Idioms
Allamanis, M., Barr, E. T., Bird, C., Devanbu, P., Marron, M. & Sutton, C., 1 Jul 2018, In: IEEE Transactions on Software Engineering. 44, 7, 18 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
Learning Continuous Semantic Representations of Symbolic Expressions
Allamanis, M., Chanthirasegaran, P., Kohli, P. & Sutton, C., 11 Aug 2017, The 34th International Conference on Machine Learning (ICML 2017). Sydney, Australia: PMLR, Vol. 70. p. 80-88 9 p. (Proceedings of Machine Learning Research; vol. 70).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File