Published April 9, 2022
| Version v1
Journal article
Open
Dataset and Source Code for COSER
Creators
Description
The Dataset.zip contains the training, validation and test samples of different programming languages for our experiments.
The way to transform the stack-based instructions bytecode data of Python to 3-address version and finally hierarchically construct the graph is shown in stack_instruction_unify.py.
The way to construct our semantic graph based on the unified 3-address instructions is shown in three_address_ins2_graph.py.
The source code for our customized hierarchical graph pooling mechanism and the way to train the whole architecture end-to-end are shown in the remaining files.
Files
Data.zip
Files
(146.7 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:154a3c4e65b93224e7942f3bc6204205
|
1.7 kB | Download |
|
md5:822ff9a7a34491e2eafd31053a83afdd
|
4.0 kB | Download |
|
md5:d5277000e7b6f9f4ba4d193aafc9e271
|
3.7 kB | Download |
|
md5:d7da347e6191a84aa17f10afbceb2674
|
146.5 MB | Preview Download |
|
md5:12e665a81d56606248a7d41463531f3a
|
9.1 kB | Download |
|
md5:bbdc64ffa83910d8bd64f7bc716abd01
|
10.4 kB | Download |
|
md5:ebda585cf78bbf624d4b7390965ae5cc
|
46.4 kB | Download |
|
md5:8b4d98c17c4656129614ed6be95035f4
|
54.0 kB | Download |
|
md5:2fd7bf6860f605d8e813056dbb7f4058
|
33.5 kB | Download |
|
md5:a8c3e9a245a96aca1925b39aec47d144
|
2.0 kB | Download |
|
md5:1d9fac5951c495a682e01b752664be04
|
18.7 kB | Download |