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--- |
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license: mit |
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Programminglanguage: "Java/C#" |
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version: "N/A" |
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Date: "Most likely 2020" |
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Contaminated: "Very Likely" |
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Size: "Standard Tokenizer" |
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--- |
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### Dataset is imported from CodeXGLUE and pre-processed using their script. |
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# Where to find in Semeru: |
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The dataset can be found at /nfs/semeru/semeru_datasets/code_xglue/code-to-code/code-to-code-trans in Semeru |
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# CodeXGLUE -- Code2Code Translation |
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## Task Definition |
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Code translation aims to migrate legacy software from one programming language in a platform toanother. |
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In CodeXGLUE, given a piece of Java (C#) code, the task is to translate the code into C# (Java) version. |
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Models are evaluated by BLEU scores, accuracy (exactly match), and [CodeBLEU](https://github.com/microsoft/CodeXGLUE/blob/main/code-to-code-trans/CodeBLEU.MD) scores. |
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## Dataset |
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The dataset is collected from several public repos, including Lucene(http://lucene.apache.org/), POI(http://poi.apache.org/), JGit(https://github.com/eclipse/jgit/) and Antlr(https://github.com/antlr/). |
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We collect both the Java and C# versions of the codes and find the parallel functions. After removing duplicates and functions with the empty body, we split the whole dataset into training, validation and test sets. |
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### Data Format |
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The dataset is in the "data" folder. Each line of the files is a function, and the suffix of the file indicates the programming language. |
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### Data Statistics |
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Data statistics of the dataset are shown in the below table: |
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| | #Examples | |
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| ------- | :-------: | |
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| Train | 10,300 | |
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| Valid | 500 | |
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| Test | 1,000 | |
