Datasets:
Tasks:
Text Retrieval
Modalities:
Text
Sub-tasks:
document-retrieval
Size:
10M - 100M
ArXiv:
License:
crystina-z
commited on
Commit
Β·
d9bd631
1
Parent(s):
262aa62
add data stats
Browse files
README.md
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@@ -49,10 +49,10 @@ MIRACL πππ (Multilingual Information Retrieval Across a Continuum of La
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This dataset contains the collection data of the 16 "known languages". The remaining 2 "surprise languages" will not be released until later.
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The corpus for each language is prepared from a Wikipedia dump, where we keep only the plain text and discard images, tables, etc. Each article is segmented into multiple passages using WikiExtractor based on natural discourse units (e.g.,
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## Dataset Structure
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Each retrieval unit
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```
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{
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docid = doc['docid']
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title = doc['title']
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text = doc['text']
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```
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This dataset contains the collection data of the 16 "known languages". The remaining 2 "surprise languages" will not be released until later.
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The corpus for each language is prepared from a Wikipedia dump, where we keep only the plain text and discard images, tables, etc. Each article is segmented into multiple passages using WikiExtractor based on natural discourse units (e.g., `\n\n` in the wiki markup). Each of these passages comprises a "document" or unit of retrieval. We preserve the Wikipedia article title of each passage.
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## Dataset Structure
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Each retrieval unit contains three fields: `docid`, `title`, and `text`. Consider an example from the English corpus:
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```
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{
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docid = doc['docid']
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title = doc['title']
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text = doc['text']
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```
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## Dataset Statistics and Links
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The following table contains the number of passage and Wikipedia articles in the collection of each language, along with the links to the datasets and raw Wikipedia dumps.
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| Language | # of Passages | # of Articles | Links | Raw Wiki Dump |
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|:----------------|--------------:|--------------:|:------|:------|
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| Arabic (ar) | 2,061,414 | 656,982 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-ar) | [π](https://archive.org/download/arwiki-20190201/arwiki-20190201-pages-articles-multistream.xml.bz2)
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| Bengali (bn) | 297,265 | 63,762 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-bn) | [π](https://archive.org/download/bnwiki-20190201/bnwiki-20190201-pages-articles-multistream.xml.bz2)
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| English (en) | 32,893,221 | 5,758,285 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-en) | [π](https://archive.org/download/enwiki-20190201/enwiki-20190201-pages-articles-multistream.xml.bz2)
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| Spanish (es) | 10,373,953 | 1,669,181 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-es) | [π](https://archive.org/download/eswiki-20220301/eswiki-20220301-pages-articles-multistream.xml.bz2)
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| Persian (fa) | 2,207,172 | 857,827 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-fa) | [π](https://archive.org/download/fawiki-20220301/fawiki-20220301-pages-articles-multistream.xml.bz2)
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| Finnish (fi) | 1,883,509 | 447,815 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-fi) | [π](https://archive.org/download/fiwiki-20190201/fiwiki-20190201-pages-articles-multistream.xml.bz2)
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| French (fr) | 14,636,953 | 2,325,608 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-fr) | [π](https://archive.org/download/frwiki-20220301/frwiki-20220301-pages-articles-multistream.xml.bz2)
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| Hindi (hi) | 506,264 | 148,107 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-hi) | [π](https://archive.org/download/hiwiki-20220301/hiwiki-20220301-pages-articles-multistream.xml.bz2)
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| Indonesian (id) | 1,446,315 | 446,330 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-id) | [π](https://archive.org/download/idwiki-20190201/idwiki-20190201-pages-articles-multistream.xml.bz2)
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| Japanese (ja) | 6,953,614 | 1,133,444 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-ja) | [π](https://archive.org/download/jawiki-20190201/jawiki-20190201-pages-articles-multistream.xml.bz2)
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| Korean (ko) | 1,486,752 | 437,373 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-ko) | [π](https://archive.org/download/kowiki-20190201/kowiki-20190201-pages-articles-multistream.xml.bz2)
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| Russian (ru) | 9,543,918 | 1,476,045 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-ru) | [π](https://archive.org/download/ruwiki-20190201/ruwiki-20190201-pages-articles-multistream.xml.bz2)
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| Swahili (sw) | 131,924 | 47,793 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-sw) | [π](https://archive.org/download/swwiki-20190201/swwiki-20190201-pages-articles-multistream.xml.bz2)
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| Telugu (te) | 518,079 | 66,353 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-te) | [π](https://archive.org/download/tewiki-20190201/tewiki-20190201-pages-articles-multistream.xml.bz2)
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| Thai (th) | 542,166 | 128,179 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-th) | [π](https://archive.org/download/thwiki-20190101/thwiki-20190101-pages-articles-multistream.xml.bz2)
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| Chinese (zh) | 4,934,368 | 1,246,389 | [π€](https://huggingface.co/datasets/miracl/miracl-corpus/tree/main/miracl-corpus-v1.0-zh) | [π](https://archive.org/download/zhwiki-20220301/zhwiki-20220301-pages-articles-multistream.xml.bz2)
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