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Learning Program Semantics with Code Representations: An Empirical Study

Learning Program Semantics with Code Representations: An Empirical Study

22 March 2022
J. Siow
Shangqing Liu
Xiaofei Xie
Guozhu Meng
Yang Liu
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Papers citing "Learning Program Semantics with Code Representations: An Empirical Study"

6 / 6 papers shown
Title
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks
B.K. Casey
Joanna C. S. Santos
George Perry
60
5
0
15 Mar 2024
Redundancy and Concept Analysis for Code-trained Language Models
Redundancy and Concept Analysis for Code-trained Language Models
Arushi Sharma
Zefu Hu
Christopher Quinn
Ali Jannesari
73
1
0
01 May 2023
xASTNN: Improved Code Representations for Industrial Practice
xASTNN: Improved Code Representations for Industrial Practice
Zhiwei Xu
Min Zhou
Xibin Zhao
Yang Chen
Xi Cheng
Hongyu Zhang
AI4TS
29
5
0
13 Mar 2023
Enhancing Security Patch Identification by Capturing Structures in
  Commits
Enhancing Security Patch Identification by Capturing Structures in Commits
Bozhi Wu
Shangqing Liu
Ruitao Feng
Xiaofei Xie
J. Siow
Shang-Wei Lin
27
30
0
19 Jul 2022
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph
  Neural Networks
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks
Minjie Wang
Da Zheng
Zihao Ye
Quan Gan
Mufei Li
...
J. Zhao
Haotong Zhang
Alex Smola
Jinyang Li
Zheng-Wei Zhang
AI4CE
GNN
200
746
0
03 Sep 2019
Teaching Machines to Read and Comprehend
Teaching Machines to Read and Comprehend
Karl Moritz Hermann
Tomás Kociský
Edward Grefenstette
L. Espeholt
W. Kay
Mustafa Suleyman
Phil Blunsom
175
3,510
0
10 Jun 2015
1