A Survey of Machine Learning for Big Code and Naturalness

18 September 2017

Papers citing "A Survey of Machine Learning for Big Code and Naturalness"

21 / 121 papers shown

Title
On the Convergence of Artificial Intelligence and Distributed Ledger Technology: A Scoping Review and Future Research Agenda Konstantin D. Pandl Scott Thiebes Manuel Schmidt-Kraepelin Ali Sunyaev 38 69 0 29 Jan 2020
Commit2Vec: Learning Distributed Representations of Code Changes Rocío Cabrera Lozoya Arnaud Baumann A. Sabetta M. Bezzi SSL 15 45 0 18 Nov 2019
TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing Vinoj Jayasundara Nghi D. Q. Bui Lingxiao Jiang David Lo 28 16 0 27 Oct 2019
Do People Prefer "Natural" code? Casey Casalnuovo Kevin Lee Hulin Wang Premkumar T. Devanbu Emily Morgan 11 6 0 08 Oct 2019
CodeSearchNet Challenge: Evaluating the State of Semantic Code Search Hamel Husain Hongqiu Wu Tiferet Gazit Miltiadis Allamanis Marc Brockschmidt ELM 81 1,050 0 20 Sep 2019
IR2Vec: LLVM IR based Scalable Program Embeddings Venkata Keerthy Rohit Aggarwal Shalini Jain Maunendra Sankar Ramakrishna Upadrasta Desarkar 24 10 0 13 Sep 2019
Learning Execution through Neural Code Fusion Zhan Shi Kevin Swersky Daniel Tarlow Parthasarathy Ranganathan Milad Hashemi GNN 21 29 0 17 Jun 2019
SAR: Learning Cross-Language API Mappings with Little Knowledge Nghi D. Q. Bui Y. Yu Lingxiao Jiang 28 28 0 10 Jun 2019
Neural Networks for Modeling Source Code Edits Rui Zhao David Bieber Kevin Swersky Daniel Tarlow 19 12 0 04 Apr 2019
A Convolutional Neural Network for Language-Agnostic Source Code Summarization Jessica Moore Ben U. Gelman David Slater 21 20 0 29 Mar 2019
Import2vec - Learning Embeddings for Software Libraries B. Theeten Frederik Vandeputte Tom Van Cutsem SSL 19 34 0 27 Mar 2019
Maybe Deep Neural Networks are the Best Choice for Modeling Source Code Rafael-Michael Karampatsis Charles Sutton 32 54 0 13 Mar 2019
Program Classification Using Gated Graph Attention Neural Network for Online Programming Service Mingming Lu Dingwu Tan N. Xiong Zailiang Chen Haifeng Li 15 11 0 09 Mar 2019
Neural Code Comprehension: A Learnable Representation of Code Semantics Tal Ben-Nun Alice Shoshana Jakobovits Torsten Hoefler 18 239 0 19 Jun 2018
Studying the Difference Between Natural and Programming Language Corpora Casey Casalnuovo Kenji Sagae Premkumar T. Devanbu 29 34 0 06 Jun 2018
Generative Code Modeling with Graphs Marc Brockschmidt Miltiadis Allamanis Alexander L. Gaunt Oleksandr Polozov 40 178 0 22 May 2018
Machine Learning in Compiler Optimisation Zheng Wang Michael F. P. O'Boyle VLM 22 77 0 09 May 2018
code2vec: Learning Distributed Representations of Code Uri Alon Meital Zilberstein Omer Levy Eran Yahav 14 1,157 0 26 Mar 2018
Automated software vulnerability detection with machine learning Jacob A. Harer Louis Y. Kim Rebecca L. Russell Onur Ozdemir Leonard Kosta ... Alan Mackay M. McConley J. M. Opper Peter Chin Tomo Lazovich 34 163 0 14 Feb 2018
Tree-to-tree Neural Networks for Program Translation Xinyun Chen Chang-rui Liu D. Song 18 275 0 11 Feb 2018
sk_p: a neural program corrector for MOOCs Yewen Pu Karthik Narasimhan Armando Solar-Lezama Regina Barzilay 37 120 0 11 Jul 2016