code_x_glue_cc_clone_detection_big_clone_bench

Bibliografia:

Użyj następującego polecenia, aby załadować ten zestaw danych w TFDS:

ds = tfds.load('huggingface:code_x_glue_cc_clone_detection_big_clone_bench')
  • Opis :
CodeXGLUE Clone-detection-BigCloneBench dataset, available at https://github.com/microsoft/CodeXGLUE/tree/main/Code-Code/Clone-detection-BigCloneBench

Given two codes as the input, the task is to do binary classification (0/1), where 1 stands for semantic equivalence and 0 for others. Models are evaluated by F1 score.
The dataset we use is BigCloneBench and filtered following the paper Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree.
  • Licencja : brak znanej licencji
  • Wersja : 0.0.0
  • Dzieli :
Rozdzielać Przykłady
'test' 415416
'train' 901028
'validation' 415416
  • Cechy :
{
    "id": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "id1": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "id2": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    },
    "func1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "func2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "label": {
        "dtype": "bool",
        "id": null,
        "_type": "Value"
    }
}