A Literature Study of Embeddings on Source Code

5 April 2019

Papers citing "A Literature Study of Embeddings on Source Code"

19 / 19 papers shown

Title
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks B.K. Casey Joanna C. S. Santos George Perry 79 5 0 15 Mar 2024
Import2vec - Learning Embeddings for Software Libraries B. Theeten Frederik Vandeputte Tom Van Cutsem SSL 36 34 0 27 Mar 2019
A Cross-Architecture Instruction Embedding Model for Natural Language Processing-Inspired Binary Code Analysis Kimberly Redmond Lannan Luo Qiang Zeng 43 59 0 23 Dec 2018
Learning to Represent Edits Pengcheng Yin Graham Neubig Miltiadis Allamanis Marc Brockschmidt Alexander L. Gaunt KELM 56 112 0 31 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
Neural-Augmented Static Analysis of Android Communication Jinman Zhao Aws Albarghouthi Vaibhav Rastogi S. Jha Damien Octeau HAI 27 21 0 11 Sep 2018
Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs F. Zuo Xiaopeng Li Patrick Young Lannan Luo Qiang Zeng Zhexin Zhang 52 226 0 08 Aug 2018
code2seq: Generating Sequences from Structured Representations of Code Uri Alon Shaked Brody Omer Levy Eran Yahav 66 699 0 04 Aug 2018
Neural Code Comprehension: A Learnable Representation of Code Semantics Tal Ben-Nun Alice Shoshana Jakobovits Torsten Hoefler 50 242 0 19 Jun 2018
Semantic embeddings for program behavior patterns A. Chistyakov E. Lobacheva Arseny Kuznetsov Alexey Romanenko 31 5 0 10 Apr 2018
code2vec: Learning Distributed Representations of Code Uri Alon Meital Zilberstein Omer Levy Eran Yahav 53 1,174 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 54 164 0 14 Feb 2018
Dynamic Neural Program Embedding for Program Repair Ke Wang Rishabh Singh Z. Su NAI 59 136 0 20 Nov 2017
Learning to Represent Programs with Graphs Miltiadis Allamanis Marc Brockschmidt Mahmoud Khademi GNN NAI 120 802 0 01 Nov 2017
Semantic Code Repair using Neuro-Symbolic Transformation Networks Jacob Devlin J. Uesato Rishabh Singh Pushmeet Kohli NAI KELM 58 52 0 30 Oct 2017
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection Xiaojun Xu Chang-rui Liu Qian Feng Heng Yin Le Song D. Song GNN 49 581 0 22 Aug 2017
Learning Continuous Semantic Representations of Symbolic Expressions Miltiadis Allamanis Pankajan Chanthirasegaran Pushmeet Kohli Charles Sutton CLL NAI 83 99 0 04 Nov 2016
Deep API Learning Xiaodong Gu Hongyu Zhang Dongmei Zhang Sunghun Kim AIMat HAI 68 2 0 27 May 2016
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 382 33,521 0 16 Oct 2013