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  1. CC-NEWS-ES.py +91 -0
  2. README.md +158 -0
  3. dataset_infos.json +1 -0
CC-NEWS-ES.py ADDED
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+
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+ # coding=utf-8
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+ # Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors.
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+ #
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+ # Licensed under the Apache License, Version 2.0 (the "License");
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+ # you may not use this file except in compliance with the License.
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+ # You may obtain a copy of the License at
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+ #
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+ # http://www.apache.org/licenses/LICENSE-2.0
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+ #
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+ # Unless required by applicable law or agreed to in writing, software
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+ # distributed under the License is distributed on an "AS IS" BASIS,
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+ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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+ # See the License for the specific language governing permissions and
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+ # limitations under the License.
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+
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+ # Lint as: python3
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+ """CC-NEWS-ES: CC-NEWS in Spanish."""
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+
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+
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+ import json
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+ import os
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+ import datasets
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+ from datasets.tasks import Summarization
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+
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+
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+ logger = datasets.logging.get_logger(__name__)
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+
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+
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+ _CITATION = """ """
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+ _DESCRIPTION = ""
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+ _HOMEPAGE = ""
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+
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+ _LICENSE = ""
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+
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+ class CCNewsESConfig(datasets.BuilderConfig):
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+ """BuilderConfig for CCNewsES."""
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+
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+ def __init__(self, **kwargs):
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+ """BuilderConfig for CCNewsES.
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+ Args:
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+ **kwargs: keyword arguments forwarded to super.
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+ """
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+ super(CCNewsESConfig, self).__init__(**kwargs)
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+
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+ class CCNewsES(datasets.GeneratorBasedBuilder):
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+ """Title generation dataset in Spanish from CC-NEWS"""
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+ VERSION = datasets.Version("1.0.0")
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+
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+ BUILDER_CONFIGS = [
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+ CCNewsESConfig(name=domain) for domain in ["ar","bo","br","cl","co","com","cr","es","gt","hn","mx","ni","pa","pe","pr","py","sv","uy","ve"]
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+ ]
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+
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+ def _info(self):
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+ return datasets.DatasetInfo(
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+ description=_DESCRIPTION,
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+ features=datasets.Features(
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+ {
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+ "country": datasets.Value("string"),
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+ "text": datasets.Value("string"),
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+ "id": datasets.Value("int32"),
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+ }
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+ ),
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+ homepage=_HOMEPAGE,
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+ license=_LICENSE,
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+ citation=_CITATION,
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+ )
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+ def _split_generators(self, dl_manager):
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+ """Returns SplitGenerators."""
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+ name = self.config.name
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+ _URL = f"https://huggingface.co/datasets/LeoCordoba/CC-NEWS-ES/resolve/main/{name}.zip"
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+ train = dl_manager.download_and_extract(_URL)
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+ if name in ["com", "es", "mx"]:
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+ files = os.listdir(train)
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+ return [
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+ datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": [os.path.join(train, f) for f in files]})
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+ ]
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+ else:
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+ return [
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+ datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": [os.path.join(train, f"{name}.json")]})
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+ ]
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+
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+
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+ def _generate_examples(self, filepath):
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+ logger.info("generating examples from = %s", filepath)
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+ data = []
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+ for f in filepath:
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+ with open(f, "r") as f:
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+ data = json.load(f)
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+ for idx, obs in enumerate(data):
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+ yield idx, obs
README.md ADDED
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+ ---
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+ annotations_creators:
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+ - no-annotation
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+ language_creators:
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+ - found
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+ languages:
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+ - es
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+ licenses:
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+ - mit
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+ multilinguality:
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+ - monolingual
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+ size_categories:
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+ - 100K<n<1M
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+ source_datasets:
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+ - cc-news
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+ task_categories:
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+ - conditional-text-generation
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+ task_ids:
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+ - summarization
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+ ---
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+
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+ # Dataset Card for CC-NEWS-ES
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+
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+ ## Table of Contents
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+ - [Dataset Description](#dataset-description)
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+ - [Dataset Summary](#dataset-summary)
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+ - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
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+ - [Languages](#languages)
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+ - [Dataset Structure](#dataset-structure)
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+ - [Data Instances](#data-instances)
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+ - [Data Fields](#data-fields)
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+ - [Data Splits](#data-splits)
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+ - [Dataset Creation](#dataset-creation)
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+ - [Curation Rationale](#curation-rationale)
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+ - [Source Data](#source-data)
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+ - [Annotations](#annotations)
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+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
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+ - [Considerations for Using the Data](#considerations-for-using-the-data)
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+ - [Social Impact of Dataset](#social-impact-of-dataset)
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+ - [Discussion of Biases](#discussion-of-biases)
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+ - [Other Known Limitations](#other-known-limitations)
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+ - [Additional Information](#additional-information)
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+ - [Dataset Curators](#dataset-curators)
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+ - [Licensing Information](#licensing-information)
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+ - [Citation Information](#citation-information)
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+ - [Contributions](#contributions)
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+
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+ ## Dataset Description
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+
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+ - **Homepage:**
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+ - **Repository:** [CC-NEWS-ES dataset repository](https://huggingface.co/datasets/LeoCordoba/CC-NEWS-ES)
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+ - **Paper:**
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+ - **Leaderboard:**
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+ - **Point of Contact:** [Leonardo Ignacio Córdoba](https://www.linkedin.com/in/leonardo-ignacio-c%C3%B3rdoba/)
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+
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+ ### Dataset Summary
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+
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+ CC-NEWS-ES is a Spanish-language dataset ....
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+
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+ It contains ....
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+ | | ar | bo | br | cl | co | com | cr | es | gt | hn | mx | ni | pa | pe | pr | py | sv | uy | ve |\n|:--------------|-----------------:|----------------:|------:|-----------------:|----------------:|------------:|----------------:|------------:|-------:|----------------:|-----------------:|----------------:|----------------:|-----------------:|--------------:|----------------:|-------:|----------------:|----------------:|\n| texts_country | 532703 | 29557 | 107 | 116661 | 78662 | 3.65095e+06 | 16542 | 1.83879e+06 | 4833 | 36559 | 724908 | 40643 | 18447 | 230962 | 7756 | 30651 | 454 | 80948 | 33148 |\n| words_country | 1.45127e+08 | 7.28996e+06 | 14207 | 3.34633e+07 | 1.92649e+07 | 8.44094e+08 | 3.82075e+06 | 4.82943e+08 | 838121 | 5.49933e+06 | 1.62198e+08 | 1.08501e+07 | 4.34724e+06 | 3.52123e+07 | 1.6633e+06 | 2.08077e+07 | 353145 | 2.72562e+07 | 6.96578e+06 |
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+
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+ ### Supported Tasks and Leaderboards
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+
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+ - `text-classification`, `sentiment-classification`: The dataset can be used to train a model for news title generation which can be considered a subset of abstractive summarization.
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+
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+
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+ ### Languages
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+
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+ The text is in Spanish. The BCP-47 code for Spanish is es.
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ Each data instance contains the following features: ...
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+
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+ - ...
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+ - ...
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+
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+
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+ An example from the ... looks like the following:
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+ ```
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+
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+
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+ ```
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+
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+ ### Data Fields
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+
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+ - ...
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+ - ...
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+
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+ ### Data Splits
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+
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+ ...
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+
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+ ## Dataset Creation
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+
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+ ### Curation Rationale
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+
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+ [N/A]
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+
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+ ### Source Data
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+
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+ #### Initial Data Collection and Normalization
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+
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+ TODO
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+
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+ #### Who are the source language producers?
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+
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+ Common Crawl: https://commoncrawl.org/
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+
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+ ### Annotations
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+
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+ The dataset does not contain any additional annotations.
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+
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+ #### Annotation process
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+
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+ [N/A]
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+
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+ #### Who are the annotators?
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+
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+ [N/A]
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+
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+ ### Personal and Sensitive Information
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+
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+ [N/A]
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+
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+ ## Considerations for Using the Data
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+
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+ ### Social Impact of Dataset
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+
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+ ...
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+
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+ ### Discussion of Biases
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+
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+ [N/A]
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+
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+ ### Other Known Limitations
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+
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+ [N/A]
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ [N/A]
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+
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+ ### Licensing Information
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+
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+ [N/A]
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+
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+ ### Citation Information
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+
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+ TODO
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+ ### Contributions
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+
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+ [N/A]
dataset_infos.json ADDED
@@ -0,0 +1 @@
 
 
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