| from __future__ import annotations |
|
|
| from dataclasses import dataclass |
|
|
| import datasets |
|
|
|
|
| @dataclass |
| class PAWSXJaHelper: |
| CITATION = """\ |
| @InProceedings{paws2019naacl, |
| title = {{PAWS: Paraphrase Adversaries from Word Scrambling}}, |
| author = {Zhang, Yuan and Baldridge, Jason and He, Luheng}, |
| booktitle = {Proc. of NAACL}, |
| year = {2019} |
| } |
| |
| @InProceedings{pawsx2019emnlp, |
| title = {{PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification}}, |
| author = {Yang, Yinfei and Zhang, Yuan and Tar, Chris and Baldridge, Jason}, |
| booktitle = {Proc. of EMNLP}, |
| year = {2019} |
| } |
| """ |
|
|
| DESCRIPTION = """\ |
| PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification |
| This dataset contains 23,659 human translated PAWS evaluation pairs and 296,406 machine translated training pairs in six typologically distinct languages: French, Spanish, German, Chinese, Japanese, and Korean. All translated pairs are sourced from examples in PAWS-Wiki. |
| This is the Japanese part of the original multilingual dataset. |
| """ |
|
|
| HOMEPAGE_URL = "https://github.com/google-research-datasets/paws" |
| LICENSE = """\ |
| The dataset may be freely used for any purpose, although acknowledgement of |
| Google LLC ("Google") as the data source would be appreciated. The dataset is |
| provided "AS IS" without any warranty, express or implied. Google disclaims all |
| liability for any damages, direct or indirect, resulting from the use of the |
| dataset. |
| """ |
| VERSION = "1.0.0" |
|
|
| @staticmethod |
| def split_generator() -> list[datasets.SplitGenerator]: |
| dataset = datasets.load_dataset("paws-x", "ja", trust_remote_code=True) |
| return [ |
| datasets.SplitGenerator( |
| name=datasets.Split.TRAIN, |
| gen_kwargs={"data": dataset["train"]}, |
| ), |
| datasets.SplitGenerator( |
| name=datasets.Split.VALIDATION, |
| gen_kwargs={"data": dataset["validation"]}, |
| ), |
| datasets.SplitGenerator( |
| name=datasets.Split.TEST, |
| gen_kwargs={"data": dataset["test"]}, |
| ), |
| ] |
|
|
|
|
| class PAWSXJaConfig(datasets.BuilderConfig): |
| def __init__( |
| self, |
| name: str = "paws_x_ja", |
| version: datasets.Version | str | None = datasets.Version("1.0.0"), |
| data_dir: str | None = None, |
| data_files: datasets.data_files.DataFilesDict | None = None, |
| description: str | None = PAWSXJaHelper.DESCRIPTION, |
| ): |
| super().__init__( |
| name=name, |
| version=version, |
| data_dir=data_dir, |
| data_files=data_files, |
| description=description, |
| ) |
|
|
