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Statistical Natural Language Processing Methods for Computer Program Source Code
Sutton, Charles
(Principal Investigator)
School of Informatics
Overview
Research output
(12)
Project Details
Status
Finished
Effective start/end date
1/10/13
→
31/03/17
Funding
EPSRC:
£469,502.00
View all
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Research output
Research output per year
2014
2018
9
Conference contribution
3
Article
Research output per year
Research output per year
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
Probabilistic Model
Machine Learning
Programming Languages
Computer programming languages
Statistical Models
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
Application programming interfaces (API)
Semantics
Data structures
Network protocols
Concretes
Autofolding for Source Code Summarization
Fowkes, J., Chanthirasegaran, P., Ranca, R., Allamanis, M.,
Lapata, M.
&
Sutton, C.
,
6 Feb 2017
,
In:
IEEE Transactions on Software Engineering.
1 p.
Research output
:
Contribution to journal
›
Article
›
peer-review
Open Access
File