Maybe Deep Neural Networks are the Best Choice for Modeling Source Code

13 March 2019

Papers citing "Maybe Deep Neural Networks are the Best Choice for Modeling Source Code"

5 / 5 papers shown

Title
Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches Juan Cruz-Benito Sanjay Vishwakarma Francisco Martín-Fernández Ismael Faro Ibm Quantum 22 30 0 16 Sep 2020
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research Cody Watson Nathan Cooper David Nader-Palacio Kevin Moran Denys Poshyvanyk 26 111 0 14 Sep 2020
On the Generalizability of Neural Program Models with respect to Semantic-Preserving Program Transformations Md Rafiqul Islam Rabin Nghi D. Q. Bui Ke Wang Yijun Yu Lingxiao Jiang Mohammad Amin Alipour 30 90 0 31 Jul 2020
Sequence Model Design for Code Completion in the Modern IDE Gareth Ari Aye Gail E. Kaiser 15 30 0 10 Apr 2020
Typilus: Neural Type Hints Miltiadis Allamanis Earl T. Barr Soline Ducousso Zheng Gao 24 130 0 06 Apr 2020