| 1 |
IntelliCode Compose: Code Generation Using Transformer
Alexey Svyatkovskiy, Shao Kun Deng, ... (+2 more)
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cs.CL
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576 |
5 years ago |
| 2 |
Deep API Learning
Xiaodong Gu, Hongyu Zhang, ... (+2 more)
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cs.SE
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572 |
9 years ago |
| 3 |
Fairness Testing: Testing Software for Discrimination
Sainyam Galhotra, Yuriy Brun, Alexandra Meliou
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cs.SE
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418 |
8 years ago |
| 4 |
A Comprehensive Study on Deep Learning Bug Characteristics
Md Johirul Islam, Giang Nguyen, ... (+2 more)
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cs.SE
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342 |
6 years ago |
| 5 |
DLFuzz: Differential Fuzzing Testing of Deep Learning Systems
Jianmin Guo, Yu Jiang, ... (+3 more)
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cs.SE
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304 |
7 years ago |
| 6 |
Why We Refactor? Confessions of GitHub Contributors
Danilo Silva, Nikolaos Tsantalis, Marco Tulio Valente
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cs.SE
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295 |
9 years ago |
| 7 |
InferFix: End-to-End Program Repair with LLMs
Matthew Jin, Syed Shahriar, ... (+5 more)
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cs.SE
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269 |
3 years ago |
| 8 |
Less Training, More Repairing Please: Revisiting Automated Program Repair via Zero-shot Learning
Chunqiu Steven Xia, Lingming Zhang
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cs.SE
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255 |
3 years ago |
| 9 |
When Deep Learning Met Code Search
Jose Cambronero, Hongyu Li, ... (+3 more)
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cs.SE
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235 |
6 years ago |
| 10 |
Automating Code Review Activities by Large-Scale Pre-training
Zhiyu Li, Shuai Lu, ... (+9 more)
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cs.SE
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229 |
4 years ago |
| 11 |
Harvey: A Greybox Fuzzer for Smart Contracts
Valentin Wüstholz, Maria Christakis
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Ghosted
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cs.SE
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213 |
6 years ago |
| 12 |
Easy over Hard: A Case Study on Deep Learning
Wei Fu, Tim Menzies
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👻
Ghosted
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cs.SE
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204 |
9 years ago |
| 13 |
Why Modern Open Source Projects Fail
Jailton Coelho, Marco Tulio Valente
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👻
Ghosted
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cs.SE
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196 |
8 years ago |
| 14 |
No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence
Chaozheng Wang, Yuanhang Yang, ... (+4 more)
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cs.SE
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186 |
3 years ago |
| 15 |
Oreo: Detection of Clones in the Twilight Zone
Vaibhav Saini, Farima Farmahinifarahani, ... (+3 more)
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cs.SE
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184 |
7 years ago |
| 16 |
Understanding Flaky Tests: The Developer's Perspective
Moritz Eck, Fabio Palomba, ... (+2 more)
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cs.SE
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163 |
6 years ago |
| 17 |
Automated Unit Test Improvement using Large Language Models at Meta
Nadia Alshahwan, Jubin Chheda, ... (+7 more)
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cs.SE
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162 |
2 years ago |
| 18 |
Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?
Jieshan Chen, Mulong Xie, ... (+5 more)
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cs.CV
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160 |
5 years ago |
| 19 |
BugsInPy: A Database of Existing Bugs in Python Programs to Enable Controlled Testing and Debugging Studies
Ratnadira Widyasari, Sheng Qin Sim, ... (+14 more)
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cs.SE
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152 |
2 years ago |
| 20 |
Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair
Yuxiang Wei, Chunqiu Steven Xia, Lingming Zhang
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cs.SE
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147 |
2 years ago |
| 21 |
NatGen: Generative pre-training by "Naturalizing" source code
Saikat Chakraborty, Toufique Ahmed, ... (+3 more)
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cs.PL
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146 |
3 years ago |
| 22 |
Baldur: Whole-Proof Generation and Repair with Large Language Models
Emily First, Markus N. Rabe, ... (+2 more)
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cs.LG
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146 |
3 years ago |
| 23 |
Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing
Vincenzo Riccio, Paolo Tonella
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cs.SE
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144 |
5 years ago |
| 24 |
Using Bad Learners to find Good Configurations
Vivek Nair, Tim Menzies, ... (+2 more)
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cs.SE
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141 |
9 years ago |
| 25 |
Empirical Review of Java Program Repair Tools: A Large-Scale Experiment on 2,141 Bugs and 23,551 Repair Attempts
Thomas Durieux, Fernanda Madeiral, ... (+2 more)
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cs.SE
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133 |
6 years ago |
| 26 |
TypeWriter: Neural Type Prediction with Search-based Validation
Michael Pradel, Georgios Gousios, ... (+2 more)
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cs.SE
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132 |
6 years ago |
| 27 |
Getting pwn'd by AI: Penetration Testing with Large Language Models
Andreas Happe, Jürgen Cito
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cs.CL
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129 |
2 years ago |
| 28 |
Revisiting Unsupervised Learning for Defect Prediction
Wei Fu, Tim Menzies
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👻
Ghosted
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cs.SE
|
128 |
9 years ago |
| 29 |
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness
Sumon Biswas, Hridesh Rajan
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👻
Ghosted
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cs.LG
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116 |
5 years ago |
| 30 |
Detecting Optimization Bugs in Database Engines via Non-Optimizing Reference Engine Construction
Manuel Rigger, Zhendong Su
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cs.SE
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116 |
5 years ago |
| 31 |
Boosting Operational DNN Testing Efficiency through Conditioning
Zenan Li, Xiaoxing Ma, ... (+4 more)
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cs.SE
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113 |
6 years ago |
| 32 |
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair
Weishi Wang, Yue Wang, ... (+2 more)
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cs.SE
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109 |
2 years ago |
| 33 |
Improving IR-Based Bug Localization with Context-Aware Query Reformulation
Mohammad Masudur Rahman, Chanchal K. Roy
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cs.SE
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107 |
7 years ago |
| 34 |
iFixR: Bug Report driven Program Repair
Anil Koyuncu, Kui Liu, ... (+5 more)
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cs.SE
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101 |
6 years ago |
| 35 |
Towards a Theory of Software Development Expertise
Sebastian Baltes, Stephan Diehl
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cs.SE
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100 |
7 years ago |
| 36 |
Parameter-Free Probabilistic API Mining across GitHub
Jaroslav Fowkes, Charles Sutton
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👻
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cs.SE
|
97 |
10 years ago |
| 37 |
Auto-completing Bug Reports for Android Applications
Kevin Moran, Mario Linares-Vásquez, ... (+2 more)
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cs.SE
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97 |
8 years ago |
| 38 |
Do Android Taint Analysis Tools Keep Their Promises?
Felix Pauck, Eric Bodden, Heike Wehrheim
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cs.SE
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94 |
8 years ago |
| 39 |
Fuzzing Deep-Learning Libraries via Automated Relational API Inference
Yinlin Deng, Chenyuan Yang, ... (+2 more)
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cs.SE
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91 |
3 years ago |
| 40 |
SZZ Unleashed: An Open Implementation of the SZZ Algorithm -- Featuring Example Usage in a Study of Just-in-Time Bug Prediction for the Jenkins Project
Markus Borg, Oscar Svensson, ... (+2 more)
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cs.SE
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89 |
7 years ago |
| 41 |
MORPH: A Reference Architecture for Configuration and Behaviour Self-Adaptation
Victor Braberman, Nicolas D'Ippolito, ... (+3 more)
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cs.SE
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88 |
10 years ago |
| 42 |
Code Vectors: Understanding Programs Through Embedded Abstracted Symbolic Traces
Jordan Henkel, Shuvendu K. Lahiri, ... (+2 more)
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cs.SE
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81 |
8 years ago |
| 43 |
Assessing the Quality of the Steps to Reproduce in Bug Reports
Oscar Chaparro, Carlos Bernal-Cardenas, ... (+6 more)
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cs.SE
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79 |
6 years ago |
| 44 |
Selecting third-party libraries: The practitioners' perspective
Enrique Larios-Vargas, Maurício Aniche, ... (+3 more)
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cs.SE
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79 |
5 years ago |
| 45 |
Robotics Software Engineering: A Perspective from the Service Robotics Domain
Sergio García, Daniel Strüber, ... (+3 more)
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cs.SE
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76 |
5 years ago |
| 46 |
Exploring LLM-based Agents for Root Cause Analysis
Devjeet Roy, Xuchao Zhang, ... (+5 more)
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cs.SE
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76 |
2 years ago |
| 47 |
Enabling Mutation Testing for Android Apps
Mario Linares-Vásquez, Gabriele Bavota, ... (+6 more)
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cs.SE
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75 |
8 years ago |
| 48 |
Are We Building on the Rock? On the Importance of Data Preprocessing for Code Summarization
Lin Shi, Fangwen Mu, ... (+7 more)
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cs.SE
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75 |
3 years ago |
| 49 |
How Bad Can a Bug Get? An Empirical Analysis of Software Failures in the OpenStack Cloud Computing Platform
Domenico Cotroneo, Luigi De Simone, ... (+3 more)
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cs.SE
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73 |
6 years ago |
| 50 |
Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems
Zeyan Li, Nengwen Zhao, ... (+12 more)
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cs.SE
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73 |
3 years ago |