adv_glue

Referências:

• Código
• Abraço

adv_sst2

Use o seguinte comando para carregar esse conjunto de dados no TFDS:

ds = tfds.load('huggingface:adv_glue/adv_sst2')

• Descrição :

Adversarial GLUE Benchmark (AdvGLUE) is a comprehensive robustness evaluation benchmark
that focuses on the adversarial robustness evaluation of language models. It covers five
natural language understanding tasks from the famous GLUE tasks and is an adversarial
version of GLUE benchmark.

• Licença : Nenhuma licença conhecida
• Versão : 1.0.0
• Divisões :

• Características :

{
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

adv_qqp

Use o seguinte comando para carregar esse conjunto de dados no TFDS:

ds = tfds.load('huggingface:adv_glue/adv_qqp')

• Descrição :

Adversarial GLUE Benchmark (AdvGLUE) is a comprehensive robustness evaluation benchmark
that focuses on the adversarial robustness evaluation of language models. It covers five
natural language understanding tasks from the famous GLUE tasks and is an adversarial
version of GLUE benchmark.

• Licença : Nenhuma licença conhecida
• Versão : 1.0.0
• Divisões :

• Características :

{
    "question1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "question2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

adv_mnli

Use o seguinte comando para carregar esse conjunto de dados no TFDS:

ds = tfds.load('huggingface:adv_glue/adv_mnli')

• Descrição :

Adversarial GLUE Benchmark (AdvGLUE) is a comprehensive robustness evaluation benchmark
that focuses on the adversarial robustness evaluation of language models. It covers five
natural language understanding tasks from the famous GLUE tasks and is an adversarial
version of GLUE benchmark.

• Licença : Nenhuma licença conhecida
• Versão : 1.0.0
• Divisões :

• Características :

{
    "premise": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "hypothesis": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

adv_mnli_mismatched

Use o seguinte comando para carregar esse conjunto de dados no TFDS:

ds = tfds.load('huggingface:adv_glue/adv_mnli_mismatched')

• Descrição :

Adversarial GLUE Benchmark (AdvGLUE) is a comprehensive robustness evaluation benchmark
that focuses on the adversarial robustness evaluation of language models. It covers five
natural language understanding tasks from the famous GLUE tasks and is an adversarial
version of GLUE benchmark.

• Licença : Nenhuma licença conhecida
• Versão : 1.0.0
• Divisões :

• Características :

{
    "premise": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "hypothesis": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

adv_qnli

Use o seguinte comando para carregar esse conjunto de dados no TFDS:

ds = tfds.load('huggingface:adv_glue/adv_qnli')

• Descrição :

Adversarial GLUE Benchmark (AdvGLUE) is a comprehensive robustness evaluation benchmark
that focuses on the adversarial robustness evaluation of language models. It covers five
natural language understanding tasks from the famous GLUE tasks and is an adversarial
version of GLUE benchmark.

• Licença : Nenhuma licença conhecida
• Versão : 1.0.0
• Divisões :

• Características :

{
    "question": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentence": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}

adv_rte

Use o seguinte comando para carregar esse conjunto de dados no TFDS:

ds = tfds.load('huggingface:adv_glue/adv_rte')

• Descrição :

Adversarial GLUE Benchmark (AdvGLUE) is a comprehensive robustness evaluation benchmark
that focuses on the adversarial robustness evaluation of language models. It covers five
natural language understanding tasks from the famous GLUE tasks and is an adversarial
version of GLUE benchmark.

• Licença : Nenhuma licença conhecida
• Versão : 1.0.0
• Divisões :

• Características :

{
    "sentence1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "sentence2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "idx": {
        "dtype": "int32",
        "id": null,
        "_type": "Value"
    }
}