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README.md

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----
-pretty_name: SETimes – A Parallel Corpus of English and South-East European Languages
-annotations_creators:
-- found
-language_creators:
-- found
-language:
-- bg
-- bs
-- el
-- en
-- hr
-- mk
-- ro
-- sq
-- sr
-- tr
-license:
-- cc-by-sa-4.0
-multilinguality:
-- multilingual
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-- 100K<n<1M
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-- original
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-- translation
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----
-
-# Dataset Card for SETimes – A Parallel Corpus of English and South-East European Languages
-
-## Table of Contents
-- [Dataset Description](#dataset-description)
-  - [Dataset Summary](#dataset-summary)
-  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
-  - [Languages](#languages)
-- [Dataset Structure](#dataset-structure)
-  - [Data Instances](#data-instances)
-  - [Data Fields](#data-fields)
-  - [Data Splits](#data-splits)
-- [Dataset Creation](#dataset-creation)
-  - [Curation Rationale](#curation-rationale)
-  - [Source Data](#source-data)
-  - [Annotations](#annotations)
-  - [Personal and Sensitive Information](#personal-and-sensitive-information)
-- [Considerations for Using the Data](#considerations-for-using-the-data)
-  - [Social Impact of Dataset](#social-impact-of-dataset)
-  - [Discussion of Biases](#discussion-of-biases)
-  - [Other Known Limitations](#other-known-limitations)
-- [Additional Information](#additional-information)
-  - [Dataset Curators](#dataset-curators)
-  - [Licensing Information](#licensing-information)
-  - [Citation Information](#citation-information)
-  - [Contributions](#contributions)
-
-## Dataset Description
-
-- **Homepage:** http://nlp.ffzg.hr/resources/corpora/setimes/
-- **Repository:** None
-- **Paper:** None
-- **Leaderboard:** [More Information Needed]
-- **Point of Contact:** [More Information Needed]
-
-### Dataset Summary
-
-[More Information Needed]
-
-### Supported Tasks and Leaderboards
-
-[More Information Needed]
-
-### Languages
-
-[More Information Needed]
-
-## Dataset Structure
-
-### Data Instances
-
-Here are some examples of questions and facts:
-
-
-### Data Fields
-
-[More Information Needed]
-
-### Data Splits
-
-[More Information Needed]
-
-## Dataset Creation
-
-### Curation Rationale
-
-[More Information Needed]
-
-### Source Data
-
-[More Information Needed]
-
-#### Initial Data Collection and Normalization
-
-[More Information Needed]
-
-#### Who are the source language producers?
-
-[More Information Needed]
-
-### Annotations
-
-[More Information Needed]
-
-#### Annotation process
-
-[More Information Needed]
-
-#### Who are the annotators?
-
-[More Information Needed]
-
-### Personal and Sensitive Information
-
-[More Information Needed]
-
-## Considerations for Using the Data
-
-### Social Impact of Dataset
-
-[More Information Needed]
-
-### Discussion of Biases
-
-[More Information Needed]
-
-### Other Known Limitations
-
-[More Information Needed]
-
-## Additional Information
-
-### Dataset Curators
-
-[More Information Needed]
-
-### Licensing Information
-
-[More Information Needed]
-
-### Citation Information
-
-[More Information Needed]
-### Contributions
-
-Thanks to [@abhishekkrthakur](https://github.com/abhishekkrthakur) for adding this dataset.

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The following procedures were applied to resolve existing issues:\n\n- stricter extraction process \u2013 no HTML residues present\n- language identification on every non-English document \u2013 non-English online documents contain English material in case the article was not translated into that language\n- resolving encoding issues in Croatian and Serbian \u2013 diacritics were partially lost due to encoding errors \u2013 text was rediacritized.\n", "citation": "", "homepage": "http://nlp.ffzg.hr/resources/corpora/setimes/", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["en", "sq"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "setimes", "config_name": "en-sq", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 66898163, "num_examples": 227516, "dataset_name": "setimes"}}, "download_checksums": {"http://nlp.ffzg.hr/data/corpora/setimes/setimes.en-sq.txt.tgz": {"num_bytes": 22718906, "checksum": "55ccf9b7971e27223af70709a8829e02d353aa4e88d0267422a051d358b22256"}}, "download_size": 22718906, "post_processing_size": null, "dataset_size": 66898163, "size_in_bytes": 89617069}, "hr-sq": {"description": "SETimes \u2013 A Parallel Corpus of English and South-East European Languages\nThe corpus is based on the content published on the SETimes.com news portal. The news portal publishes \u201cnews and views from Southeast Europe\u201d in ten languages: Bulgarian, Bosnian, Greek, English, Croatian, Macedonian, Romanian, Albanian and Serbian. This version of the corpus tries to solve the issues present in an older version of the corpus (published inside OPUS, described in the LREC 2010 paper by Francis M. Tyers and Murat Serdar Alperen). 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The following procedures were applied to resolve existing issues:\n\n- stricter extraction process \u2013 no HTML residues present\n- language identification on every non-English document \u2013 non-English online documents contain English material in case the article was not translated into that language\n- resolving encoding issues in Croatian and Serbian \u2013 diacritics were partially lost due to encoding errors \u2013 text was rediacritized.\n", "citation": "", "homepage": "http://nlp.ffzg.hr/resources/corpora/setimes/", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["en", "sr"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "setimes", "config_name": "en-sr", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 63670296, "num_examples": 225169, "dataset_name": "setimes"}}, "download_checksums": {"http://nlp.ffzg.hr/data/corpora/setimes/setimes.en-sr.txt.tgz": {"num_bytes": 22279147, "checksum": "3c823fe38a3b678a8d47f7d9c61b6f6e6914da926a39ac2c7f2c72128384d565"}}, "download_size": 22279147, "post_processing_size": null, "dataset_size": 63670296, "size_in_bytes": 85949443}, "hr-sr": {"description": "SETimes \u2013 A Parallel Corpus of English and South-East European Languages\nThe corpus is based on the content published on the SETimes.com news portal. 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The following procedures were applied to resolve existing issues:\n\n- stricter extraction process \u2013 no HTML residues present\n- language identification on every non-English document \u2013 non-English online documents contain English material in case the article was not translated into that language\n- resolving encoding issues in Croatian and Serbian \u2013 diacritics were partially lost due to encoding errors \u2013 text was rediacritized.\n", "citation": "", "homepage": "http://nlp.ffzg.hr/resources/corpora/setimes/", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["hr", "sr"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "setimes", "config_name": "hr-sr", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 58560895, "num_examples": 203989, "dataset_name": "setimes"}}, "download_checksums": {"http://nlp.ffzg.hr/data/corpora/setimes/setimes.hr-sr.txt.tgz": {"num_bytes": 20791317, "checksum": "b48a1f6debe980f1382f4b1e4b9d9fc9f9cac011506b26ce688ebf0b443016ec"}}, "download_size": 20791317, "post_processing_size": null, "dataset_size": 58560895, "size_in_bytes": 79352212}, "mk-sr": {"description": "SETimes \u2013 A Parallel Corpus of English and South-East European Languages\nThe corpus is based on the content published on the SETimes.com news portal. 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The following procedures were applied to resolve existing issues:\n\n- stricter extraction process \u2013 no HTML residues present\n- language identification on every non-English document \u2013 non-English online documents contain English material in case the article was not translated into that language\n- resolving encoding issues in Croatian and Serbian \u2013 diacritics were partially lost due to encoding errors \u2013 text was rediacritized.\n", "citation": "", "homepage": "http://nlp.ffzg.hr/resources/corpora/setimes/", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["mk", "sr"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "setimes", "config_name": "mk-sr", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 85333924, "num_examples": 207295, "dataset_name": "setimes"}}, "download_checksums": {"http://nlp.ffzg.hr/data/corpora/setimes/setimes.mk-sr.txt.tgz": {"num_bytes": 23878419, "checksum": "36f11b3e9232943d7de9c4de97468a9944fbc7c3c4e386330eeab5643d1bb6a0"}}, "download_size": 23878419, "post_processing_size": null, "dataset_size": 85333924, "size_in_bytes": 109212343}, "ro-sr": {"description": "SETimes \u2013 A Parallel Corpus of English and South-East European Languages\nThe corpus is based on the content published on the SETimes.com news portal. 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The following procedures were applied to resolve existing issues:\n\n- stricter extraction process \u2013 no HTML residues present\n- language identification on every non-English document \u2013 non-English online documents contain English material in case the article was not translated into that language\n- resolving encoding issues in Croatian and Serbian \u2013 diacritics were partially lost due to encoding errors \u2013 text was rediacritized.\n", "citation": "", "homepage": "http://nlp.ffzg.hr/resources/corpora/setimes/", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["ro", "sr"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "setimes", "config_name": "ro-sr", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 63899703, "num_examples": 210612, "dataset_name": "setimes"}}, "download_checksums": {"http://nlp.ffzg.hr/data/corpora/setimes/setimes.ro-sr.txt.tgz": {"num_bytes": 22113558, "checksum": "a3bc0409448b003a19f77938dd14ac487a1376ad1d506436b93b9cef80cfb00f"}}, "download_size": 22113558, "post_processing_size": null, "dataset_size": 63899703, "size_in_bytes": 86013261}, "sq-sr": {"description": "SETimes \u2013 A Parallel Corpus of English and South-East European Languages\nThe corpus is based on the content published on the SETimes.com news portal. 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The following procedures were applied to resolve existing issues:\n\n- stricter extraction process \u2013 no HTML residues present\n- language identification on every non-English document \u2013 non-English online documents contain English material in case the article was not translated into that language\n- resolving encoding issues in Croatian and Serbian \u2013 diacritics were partially lost due to encoding errors \u2013 text was rediacritized.\n", "citation": "", "homepage": "http://nlp.ffzg.hr/resources/corpora/setimes/", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["sq", "sr"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "setimes", "config_name": "sq-sr", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 67503584, "num_examples": 224595, "dataset_name": "setimes"}}, "download_checksums": {"http://nlp.ffzg.hr/data/corpora/setimes/setimes.sq-sr.txt.tgz": {"num_bytes": 23330640, "checksum": "c07f749375e49b076b1f8c167ec359a15d97bcd88fd3790a703cd0be6e1d4f41"}}, "download_size": 23330640, "post_processing_size": null, "dataset_size": 67503584, "size_in_bytes": 90834224}, "bg-tr": {"description": "SETimes \u2013 A Parallel Corpus of English and South-East European Languages\nThe corpus is based on the content published on the SETimes.com news portal. 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The following procedures were applied to resolve existing issues:\n\n- stricter extraction process \u2013 no HTML residues present\n- language identification on every non-English document \u2013 non-English online documents contain English material in case the article was not translated into that language\n- resolving encoding issues in Croatian and Serbian \u2013 diacritics were partially lost due to encoding errors \u2013 text was rediacritized.\n", "citation": "", "homepage": "http://nlp.ffzg.hr/resources/corpora/setimes/", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["bg", "tr"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "setimes", "config_name": "bg-tr", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 86915746, "num_examples": 206071, "dataset_name": "setimes"}}, "download_checksums": {"http://nlp.ffzg.hr/data/corpora/setimes/setimes.bg-tr.txt.tgz": {"num_bytes": 23915651, "checksum": "5ed61d81d6c642dbf2ee44462a5a3c87760af75adfb9f5d80cea8cd92405184f"}}, "download_size": 23915651, "post_processing_size": null, "dataset_size": 86915746, "size_in_bytes": 110831397}, "bs-tr": {"description": "SETimes \u2013 A Parallel Corpus of English and South-East European Languages\nThe corpus is based on the content published on the SETimes.com news portal. 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The following procedures were applied to resolve existing issues:\n\n- stricter extraction process \u2013 no HTML residues present\n- language identification on every non-English document \u2013 non-English online documents contain English material in case the article was not translated into that language\n- resolving encoding issues in Croatian and Serbian \u2013 diacritics were partially lost due to encoding errors \u2013 text was rediacritized.\n", "citation": "", "homepage": "http://nlp.ffzg.hr/resources/corpora/setimes/", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "translation": {"languages": ["bs", "tr"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": null, "builder_name": "setimes", "config_name": "bs-tr", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 40280655, "num_examples": 133958, "dataset_name": "setimes"}}, "download_checksums": {"http://nlp.ffzg.hr/data/corpora/setimes/setimes.bs-tr.txt.tgz": {"num_bytes": 13819443, "checksum": "540962aa30a4c447b62ab5935d6566d94f39e84af30e19e522dac6daa1886d4a"}}, "download_size": 13819443, "post_processing_size": null, "dataset_size": 40280655, "size_in_bytes": 54100098}, "el-tr": {"description": "SETimes \u2013 A Parallel Corpus of English and South-East European Languages\nThe corpus is based on the content published on the SETimes.com news portal. 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setimes.py

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-# coding=utf-8
-# Copyright 2020 HuggingFace Datasets Authors.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# Lint as: python3
-
-import datasets
-
-
-_DESCRIPTION = """\
-SETimes – A Parallel Corpus of English and South-East European Languages
-The corpus is based on the content published on the SETimes.com news portal. The news portal publishes “news and views from Southeast Europe” in ten languages: Bulgarian, Bosnian, Greek, English, Croatian, Macedonian, Romanian, Albanian and Serbian. This version of the corpus tries to solve the issues present in an older version of the corpus (published inside OPUS, described in the LREC 2010 paper by Francis M. Tyers and Murat Serdar Alperen). The following procedures were applied to resolve existing issues:
-
-- stricter extraction process – no HTML residues present
-- language identification on every non-English document – non-English online documents contain English material in case the article was not translated into that language
-- resolving encoding issues in Croatian and Serbian – diacritics were partially lost due to encoding errors – text was rediacritized.
-"""
-_HOMEPAGE_URL = "http://nlp.ffzg.hr/resources/corpora/setimes/"
-_CITATION = None
-
-_VERSION = "1.0.0"
-_BASE_NAME = "setimes.{}-{}.{}.txt"
-_BASE_URL = "http://nlp.ffzg.hr/data/corpora/setimes/setimes.{}-{}.txt.tgz"
-
-_LANGUAGE_PAIRS = [
-    ("bg", "bs"),
-    ("bg", "el"),
-    ("bs", "el"),
-    ("bg", "en"),
-    ("bs", "en"),
-    ("el", "en"),
-    ("bg", "hr"),
-    ("bs", "hr"),
-    ("el", "hr"),
-    ("en", "hr"),
-    ("bg", "mk"),
-    ("bs", "mk"),
-    ("el", "mk"),
-    ("en", "mk"),
-    ("hr", "mk"),
-    ("bg", "ro"),
-    ("bs", "ro"),
-    ("el", "ro"),
-    ("en", "ro"),
-    ("hr", "ro"),
-    ("mk", "ro"),
-    ("bg", "sq"),
-    ("bs", "sq"),
-    ("el", "sq"),
-    ("en", "sq"),
-    ("hr", "sq"),
-    ("mk", "sq"),
-    ("ro", "sq"),
-    ("bg", "sr"),
-    ("bs", "sr"),
-    ("el", "sr"),
-    ("en", "sr"),
-    ("hr", "sr"),
-    ("mk", "sr"),
-    ("ro", "sr"),
-    ("sq", "sr"),
-    ("bg", "tr"),
-    ("bs", "tr"),
-    ("el", "tr"),
-    ("en", "tr"),
-    ("hr", "tr"),
-    ("mk", "tr"),
-    ("ro", "tr"),
-    ("sq", "tr"),
-    ("sr", "tr"),
-]
-
-
-class SetimesConfig(datasets.BuilderConfig):
-    def __init__(self, *args, lang1=None, lang2=None, **kwargs):
-        super().__init__(
-            *args,
-            name=f"{lang1}-{lang2}",
-            **kwargs,
-        )
-        self.lang1 = lang1
-        self.lang2 = lang2
-
-
-class Setimes(datasets.GeneratorBasedBuilder):
-    BUILDER_CONFIGS = [
-        SetimesConfig(
-            lang1=lang1,
-            lang2=lang2,
-            description=f"Translating {lang1} to {lang2} or vice versa",
-            version=datasets.Version(_VERSION),
-        )
-        for lang1, lang2 in _LANGUAGE_PAIRS
-    ]
-    BUILDER_CONFIG_CLASS = SetimesConfig
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=datasets.Features(
-                {
-                    "id": datasets.Value("string"),
-                    "translation": datasets.Translation(languages=(self.config.lang1, self.config.lang2)),
-                },
-            ),
-            supervised_keys=None,
-            homepage=_HOMEPAGE_URL,
-            citation=_CITATION,
-        )
-
-    def _split_generators(self, dl_manager):
-        def _base_url(lang1, lang2):
-            return _BASE_URL.format(lang1, lang2)
-
-        download_url = _base_url(self.config.lang1, self.config.lang2)
-        archive = dl_manager.download(download_url)
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={
-                    "l1_files": dl_manager.iter_archive(archive),
-                    "l2_files": dl_manager.iter_archive(archive),
-                },
-            )
-        ]
-
-    def _generate_examples(self, l1_files, l2_files):
-        l1, l2 = self.config.lang1, self.config.lang2
-        l1_file = _BASE_NAME.format(l1, l2, l1)
-        l2_file = _BASE_NAME.format(l1, l2, l2)
-        for path1, f1 in l1_files:
-            if path1 == l1_file:
-                for path2, f2 in l2_files:
-                    if path2 == l2_file:
-                        for sentence_counter, (x, y) in enumerate(zip(f1, f2)):
-                            x = x.decode("utf-8").strip()
-                            y = y.decode("utf-8").strip()
-                            result = (
-                                sentence_counter,
-                                {
-                                    "id": str(sentence_counter),
-                                    "translation": {l1: x, l2: y},
-                                },
-                            )
-                            yield result
-                        break
-                break

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