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Unveiling Project-Specific Bias in Neural Code Models

Unveiling Project-Specific Bias in Neural Code Models

19 January 2022
Zhiming Li
Yanzhou Li
Tianlin Li
Mengnan Du
Bozhi Wu
Yushi Cao
Yi Li
Yang Liu
ArXivPDFHTML

Papers citing "Unveiling Project-Specific Bias in Neural Code Models"

4 / 4 papers shown
Title
Extending Source Code Pre-Trained Language Models to Summarise
  Decompiled Binaries
Extending Source Code Pre-Trained Language Models to Summarise Decompiled Binaries
Ali Al-Kaswan
Toufique Ahmed
M. Izadi
A. Sawant
Prem Devanbu
A. van Deursen
SyDa
98
32
0
04 Jan 2023
Shortcut Learning of Large Language Models in Natural Language
  Understanding
Shortcut Learning of Large Language Models in Natural Language Understanding
Mengnan Du
Fengxiang He
Na Zou
Dacheng Tao
Xia Hu
KELM
OffRL
28
84
0
25 Aug 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for
  Code Understanding and Generation
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Yue Wang
Weishi Wang
Shafiq R. Joty
S. Hoi
235
1,489
0
02 Sep 2021
Methods for Interpreting and Understanding Deep Neural Networks
Methods for Interpreting and Understanding Deep Neural Networks
G. Montavon
Wojciech Samek
K. Müller
FaML
234
2,238
0
24 Jun 2017
1