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09/15/2023
REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes
Software plays a crucial role in our daily lives, and therefore the qual...
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06/02/2023
Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors
Although the dynamic type system of Python facilitates the developers in...
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04/15/2023
Constructing Effective In-Context Demonstration for Code Intelligence Tasks: An Empirical Study
Pre-trained models of code have gained widespread popularity in many cod...
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02/07/2023
Keeping Pace with Ever-Increasing Data: Towards Continual Learning of Code Intelligence Models
Previous research on code intelligence usually trains a deep learning mo...
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07/22/2022
CARBON: A Counterfactual Reasoning based Framework for Neural Code Comprehension Debiasing
Previous studies have demonstrated that code intelligence models are sen...
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05/26/2022
Dynamically Relative Position Encoding-Based Transformer for Automatic Code Edit
Adapting Deep Learning (DL) techniques to automate non-trivial coding ac...
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11/09/2021
Label-Aware Distribution Calibration for Long-tailed Classification
Real-world data usually present long-tailed distributions. Training on i...
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04/19/2021