Commit2Vec: Learning Distributed Representations of Code Changes

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Commit2Vec: Learning Distributed Representations of Code Changes

18 November 2019

Rocío Cabrera Lozoya

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Papers citing "Commit2Vec: Learning Distributed Representations of Code Changes"

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Title
Deep Learning-Based Identification of Inconsistent Method Names: How Far Are We? Taiming Wang Yuxia Zhang Lin Jiang Yi Tang Guangjie Li Hui Liu 174 2 0 22 Jan 2025
Unsupervised Translation of Programming Languages Marie-Anne Lachaux Baptiste Roziere L. Chanussot Guillaume Lample 111 423 0 05 Jun 2020
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis Chris Cummins Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Hugh Leather 161 57 0 23 Mar 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 178 2,672 0 19 Feb 2020
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks Yaqin Zhou Shangqing Liu J. Siow Xiaoning Du Yang Liu GNN 80 780 0 08 Sep 2019
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 105 83 0 05 Apr 2019
A Manually-Curated Dataset of Fixes to Vulnerabilities of Open-Source Software Serena Elisa Ponta H. Plate A. Sabetta M. Bezzi Cédric Dangremont 57 123 0 07 Feb 2019
Learning to Represent Edits Pengcheng Yin Graham Neubig Miltiadis Allamanis Marc Brockschmidt Alexander L. Gaunt KELM 68 112 0 31 Oct 2018
code2seq: Generating Sequences from Structured Representations of Code Uri Alon Shaked Brody Omer Levy Eran Yahav 112 700 0 04 Aug 2018
A Practical Approach to the Automatic Classification of Security-Relevant Commits A. Sabetta M. Bezzi 35 71 0 06 Jul 2018
Neural Code Comprehension: A Learnable Representation of Code Semantics Tal Ben-Nun Alice Shoshana Jakobovits Torsten Hoefler 58 243 0 19 Jun 2018
code2vec: Learning Distributed Representations of Code Uri Alon Meital Zilberstein Omer Levy Eran Yahav 57 1,184 0 26 Mar 2018
A Survey of Machine Learning for Big Code and Naturalness Miltiadis Allamanis Earl T. Barr Premkumar T. Devanbu Charles Sutton 119 860 0 18 Sep 2017
A Convolutional Attention Network for Extreme Summarization of Source Code Miltiadis Allamanis Hao Peng Charles Sutton AI4TS 90 584 0 09 Feb 2016
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 693 31,571 0 16 Jan 2013