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08/17/2023
On the Evaluation of Neural Code Translation: Taxonomy and Benchmark
In recent years, neural code translation has gained increasing attention...
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08/08/2023
InfeRE: Step-by-Step Regex Generation via Chain of Inference
Automatically generating regular expressions (abbrev. regexes) from natu...
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06/29/2022
Diet Code is Healthy: Simplifying Programs for Pre-Trained Models of Code
Pre-trained code representation models such as CodeBERT have demonstrate...
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04/18/2022
Zero-Shot Program Representation Learning
Learning program representations has been the core prerequisite of code ...
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01/01/2022
Cross-Domain Deep Code Search with Few-Shot Meta Learning
Recently, pre-trained programming language models such as CodeBERT have ...
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06/05/2021
An Empirical Study on Tensor Shape Faults in Deep Learning Systems
Software developers frequently adopt deep learning (DL) libraries to inc...
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03/19/2021