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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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07/18/2023
Generative Type Inference for Python
Python is a popular dynamic programming language, evidenced by its ranki...
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03/06/2023
On the Feasibility of Specialized Ability Extracting for Large Language Code Models
Recent progress in large language code models (LLCMs) has led to a drama...
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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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01/10/2023
Practitioners' Expectations on Code Completion
Code completion has become a common practice for programmers during thei...
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08/17/2022
CCTEST: Testing and Repairing Code Completion Systems
Code completion, a highly valuable topic in the software development dom...
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07/24/2022
No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence
Pre-trained models have been shown effective in many code intelligence t...
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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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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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12/02/2020
CRaDLe: Deep Code Retrieval Based on Semantic Dependency Learning
Code retrieval is a common practice for programmers to reuse existing co...
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07/26/2019
Latent Space Factorisation and Manipulation via Matrix Subspace Projection
This paper proposes a novel method for factorising the information in th...
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03/07/2018