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license: cc-by-sa-4.0
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---
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| 1 |
---
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| 2 |
+
annotations_creators:
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- other
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language_creators:
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- found
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language:
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- bg
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- cs
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- da
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- de
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- el
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- en
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- es
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- et
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- fi
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- fr
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- ga
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- hr
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- hu
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- it
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- lt
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- lv
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- mt
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- nl
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- pl
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- pt
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- ro
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- sk
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- sl
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- sv
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license: cc-by-sa-4.0
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multilinguality:
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- multilingual
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paperswithcode_id: null
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pretty_name: 'MultiLegalPile: A Large-Scale Multilingual Corpus for the Legal Domain'
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size_categories:
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- 10M<n<100M
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source_datasets:
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- original
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task_categories:
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- fill-mask
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---
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# Dataset Card for MultiLegalPile: A Large-Scale Multilingual Corpus for the Legal Domain
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## Table of Contents
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- [Table of Contents](#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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## Dataset Description
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- **Homepage:**
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- **Repository:**
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- **Paper:**
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- **Leaderboard:**
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- **Point of Contact:** [Joel Niklaus](mailto:joel.niklaus.2@bfh.ch)
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### Dataset Summary
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The Multi_Legal_Pile is a large-scale multilingual legal dataset suited for pretraining language models.
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It spans over 24 languages and five legal text types. This version only contains data permissively licensed for commercial use.
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### Supported Tasks and Leaderboards
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The dataset supports the tasks of fill-mask.
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### Languages
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The following languages are supported: bg, cs, da, de, el, en, es, et, fi, fr, ga, hr, hu, it, lt, lv, mt, nl, pl, pt,
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ro, sk, sl, sv
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## Dataset Structure
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It is structured in the following format:
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type -> language -> jurisdiction.jsonl.xz
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type is one of the following:
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- caselaw
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- contracts
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- legislation
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- other
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- legal_mc4
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`legal_mc4` is a subset of the other type but is listed separately so it can be easily excluded since it is less
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permissively licensed than the other types.
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Use the dataset like this:
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```python
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from datasets import load_dataset
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config = 'en_contracts' # {language}_{type}
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dataset = load_dataset('joelito/Multi_Legal_Pile', config, split='train', streaming=True)
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```
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'config' is a combination of language and text_type, e.g. 'en_contracts' or 'de_caselaw'.
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To load all the languages or all the text_types, use 'all' instead of the language or text_type (e.g., '
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all_legislation').
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### Data Instances
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The file format is jsonl.xz and there is one split available ("train").
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The complete dataset (689GB) consists of four large subsets:
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- Native Multi Legal Pile (112GB)
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- Eurlex Resources (179GB)
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- Legal MC4 (106GB)
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- Pile of Law (292GB)
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#### Native Multilingual Legal Pile data
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| | Language | Text Type | Jurisdiction | Source | Size (MB) | Words | Documents | Words/Document | URL | License |
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|---:|:-----------|:------------|:---------------|:-----------------------------------|------------:|------------:|------------:|-----------------:|:-----------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------|
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| 138 |
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| 0 | bg | legislation | Bulgaria | MARCELL | 8015 | 308946116 | 82777 | 3732 | https://elrc-share.eu/repository/browse/marcell-bulgarian-legislative-subcorpus-v2/946267fe8d8711eb9c1a00155d026706d2c9267e5cdf4d75b5f02168f01906c6/ | [CC0-1.0](https://elrc-share.eu/static/metashare/licences/CC0-1.0.pdf) |
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| 1 | cs | caselaw | Czechia | CzCDC Constitutional Court | 11151 | 574336489 | 296652 | 1936 | https://lindat.mff.cuni.cz/repository/xmlui/handle/11372/LRT-3052 | [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) |
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| 2 | cs | caselaw | Czechia | CzCDC Supreme Administrative Court | 11151 | 574336489 | 296652 | 1936 | https://lindat.mff.cuni.cz/repository/xmlui/handle/11372/LRT-3052 | [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) |
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| 3 | cs | caselaw | Czechia | CzCDC Supreme Court | 11151 | 574336489 | 296652 | 1936 | https://lindat.mff.cuni.cz/repository/xmlui/handle/11372/LRT-3052 | [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) |
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| 4 | da | caselaw | Denmark | DDSC | 3469 | 210730560 | 89702 | 2349 | https://huggingface.co/DDSC | [CC BY 4.0 and other, depending on the dataset](https://creativecommons.org/licenses/by-nc/4.0/) |
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| 5 | da | legislation | Denmark | DDSC | 10736 | 653153146 | 265868 | 2456 | https://huggingface.co/DDSC | [CC BY 4.0 and other, depending on the dataset](https://creativecommons.org/licenses/by-nc/4.0/) |
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| 6 | de | caselaw | Germany | openlegaldata | 31527 | 1785439383 | 596800 | 2991 | https://de.openlegaldata.io/ | [ODbL-1.0](https://opendatacommons.org/licenses/odbl/1-0/) |
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| 7 | de | caselaw | Switzerland | entscheidsuche | 31527 | 1785439383 | 596800 | 2991 | https://entscheidsuche.ch/ | [See description](https://entscheidsuche.ch/dataUsage) |
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| 8 | de | legislation | Germany | openlegaldata | 8934 | 512840663 | 276034 | 1857 | https://de.openlegaldata.io/ | [ODbL-1.0](https://opendatacommons.org/licenses/odbl/1-0/) |
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| 9 | de | legislation | Switzerland | lexfind | 8934 | 512840663 | 276034 | 1857 | https://www.lexfind.ch/fe/de/search | No information provided |
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| 10 | fr | caselaw | Switzerland | entscheidsuche | 18313 | 1170335690 | 435569 | 2686 | https://entscheidsuche.ch/ | [See description](https://entscheidsuche.ch/dataUsage) |
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| 11 | fr | caselaw | Belgium | jurportal | 18313 | 1170335690 | 435569 | 2686 | https://juportal.be/home/welkom | [See description](https://juportal.be/home/disclaimer) |
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| 12 | fr | caselaw | France | CASS | 18313 | 1170335690 | 435569 | 2686 | https://echanges.dila.gouv.fr/OPENDATA/CASS/ | [Open Licence 2.0](https://echanges.dila.gouv.fr/OPENDATA/CASS/DILA_CASS_Presentation_20170824.pdf) |
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| 13 | fr | caselaw | Luxembourg | judoc | 18313 | 1170335690 | 435569 | 2686 | https://justice.public.lu/fr.html | [See description](https://justice.public.lu/fr/support/aspects-legaux/conditions-generales.html) |
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| 14 | it | caselaw | Switzerland | entscheidsuche | 6483 | 406520336 | 156630 | 2595 | https://entscheidsuche.ch/ | [See description](https://entscheidsuche.ch/dataUsage) |
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| 15 | en | legislation | Switzerland | lexfind | 36587 | 2537696894 | 657805 | 3857 | https://www.lexfind.ch/fe/de/search | No information provided |
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| 16 | en | legislation | UK | uk-lex | 36587 | 2537696894 | 657805 | 3857 | https://zenodo.org/record/6355465 | [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/legalcode) |
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| 17 | fr | legislation | Switzerland | lexfind | 9297 | 600170792 | 243313 | 2466 | https://www.lexfind.ch/fe/fr/search | No information provided |
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| 18 | fr | legislation | Belgium | ejustice | 9297 | 600170792 | 243313 | 2466 | https://www.ejustice.just.fgov.be/cgi/welcome.pl | No information provided |
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| 19 | it | legislation | Switzerland | lexfind | 8332 | 542579039 | 227968 | 2380 | https://www.lexfind.ch/fe/it/search | No information provided |
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| 20 | nl | legislation | Belgium | ejustice | 8484 | 550788527 | 232204 | 2372 | https://www.ejustice.just.fgov.be/cgi/welcome.pl | No information provided |
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| 21 | hu | legislation | Hungary | MARCELL | 5744 | 264572303 | 86862 | 3045 | https://elrc-share.eu/repository/browse/marcell-hungarian-legislative-subcorpus-v2/a87295ec8d6511eb9c1a00155d0267065f7e56dc7db34ce5aaae0b48a329daaa/ | [CC0-1.0](https://elrc-share.eu/static/metashare/licences/CC0-1.0.pdf) |
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| 22 | pl | legislation | Poland | MARCELL | 5459 | 299334705 | 89264 | 3353 | https://elrc-share.eu/repository/browse/marcell-polish-legislative-subcorpus-v2/dd14fa1c8d6811eb9c1a00155d026706c4718ddc9c6e4a92a88923816ca8b219/ | [CC0-1.0](https://elrc-share.eu/static/metashare/licences/CC0-1.0.pdf) |
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| 23 | pt | caselaw | Brazil | RulingBR | 196919 | 12611760973 | 17251236 | 731 | https://github.com/diego-feijo/rulingbr | No information provided |
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| 24 | pt | caselaw | Brazil | CRETA | 196919 | 12611760973 | 17251236 | 731 | https://www.kaggle.com/datasets/eliasjacob/brcad5?resource=download&select=language_modeling_texts.parquet | [CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/) |
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| 25 | pt | caselaw | Brazil | CJPG | 196919 | 12611760973 | 17251236 | 731 | https://esaj.tjsp.jus.br/cjsg/consultaCompleta.do?f=1 | No information provided |
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| 26 | ro | legislation | Romania | MARCELL | 10464 | 559092153 | 215694 | 2592 | https://elrc-share.eu/repository/browse/marcell-romanian-legislative-subcorpus-v2/2da548428b9d11eb9c1a00155d026706ce94a6b59ffc4b0e9fb5cd9cebe6889e/ | [CC0-1.0](https://elrc-share.eu/static/metashare/licences/CC0-1.0.pdf) |
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| 27 | sk | legislation | Slovakia | MARCELL | 5208 | 280182047 | 76760 | 3650 | https://elrc-share.eu/repository/browse/marcell-slovak-legislative-subcorpus-v2/6bdee1d68c8311eb9c1a00155d0267063398d3f1a3af40e1b728468dcbd6efdd/ | [CC0-1.0](https://elrc-share.eu/static/metashare/licences/CC0-1.0.pdf) |
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| 166 |
+
| 28 | sl | legislation | Slovenia | MARCELL | 6057 | 365513763 | 88651 | 4123 | https://elrc-share.eu/repository/browse/marcell-slovenian-legislative-subcorpus-v2/e2a779868d4611eb9c1a00155d026706983c845a30d741b78e051faf91828b0d/ | [CC-BY-4.0](https://elrc-share.eu/static/metashare/licences/CC-BY-4.0.pdf)
|
| 167 |
+
| total | all | all | all | 1297609 | xxx | 81214262514 | 57305071 | 1417 | |
|
| 168 |
+
|
| 169 |
+
#### Eurlex Resources
|
| 170 |
+
|
| 171 |
+
See [Eurlex Resources](https://huggingface.co/datasets/joelito/eurlex_resources#data-instances) for more information.
|
| 172 |
+
|
| 173 |
+
#### Legal-MC4
|
| 174 |
+
|
| 175 |
+
See [Legal-MC4](https://huggingface.co/datasets/joelito/legal-mc4#data-instances) for more information.
|
| 176 |
+
|
| 177 |
+
#### Pile-of-Law
|
| 178 |
+
|
| 179 |
+
See [Pile-of-Law](https://huggingface.co/datasets/pile-of-law/pile-of-law#data-instances) for more information.
|
| 180 |
+
|
| 181 |
+
| Language | Type | Jurisdiction | Source | Size (MB) | Tokens | Documents | Tokens/Document | Part of Multi_Legal_Pile |
|
| 182 |
+
|:-----------|:------------|:---------------|:-------------------------------------|------------:|------------:|------------:|------------------:|:---------------------------|
|
| 183 |
+
| en | all | all | all | 503712 | 50547777921 | 9872444 | 5120 | yes |
|
| 184 |
+
| en | caselaw | EU | echr | 298 | 28374996 | 8480 | 3346 | yes |
|
| 185 |
+
| en | caselaw | Canada | canadian_decisions | 486 | 45438083 | 11343 | 4005 | yes |
|
| 186 |
+
| en | caselaw | US | dol_ecab | 942 | 99113541 | 28211 | 3513 | no |
|
| 187 |
+
| en | caselaw | US | scotus_oral_arguments | 1092 | 108228951 | 7996 | 13535 | no |
|
| 188 |
+
| en | caselaw | US | tax_rulings | 1704 | 166915887 | 54064 | 3087 | no |
|
| 189 |
+
| en | caselaw | US | nlrb_decisions | 2652 | 294471818 | 32080 | 9179 | no |
|
| 190 |
+
| en | caselaw | US | scotus_filings | 4018 | 593870413 | 63775 | 9311 | yes |
|
| 191 |
+
| en | caselaw | US | bva_opinions | 35238 | 4084140080 | 839523 | 4864 | no |
|
| 192 |
+
| en | caselaw | US | courtlistener_docket_entry_documents | 139006 | 12713614864 | 1983436 | 6409 | yes |
|
| 193 |
+
| en | caselaw | US | courtlistener_opinions | 158110 | 15899704961 | 4518445 | 3518 | yes |
|
| 194 |
+
| en | contracts | -- | tos | 4 | 391890 | 50 | 7837 | no |
|
| 195 |
+
| en | contracts | US | cfpb_creditcard_contracts | 188 | 25984824 | 2638 | 9850 | yes |
|
| 196 |
+
| en | contracts | US | edgar | 28698 | 2936402810 | 987926 | 2972 | yes |
|
| 197 |
+
| en | contracts | US | atticus_contracts | 78300 | 7997013703 | 650833 | 12287 | yes |
|
| 198 |
+
| en | legislation | US | fre | 2 | 173325 | 68 | 2548 | no |
|
| 199 |
+
| en | legislation | US | frcp | 4 | 427614 | 92 | 4647 | no |
|
| 200 |
+
| en | legislation | US | eoir | 62 | 6109737 | 2229 | 2741 | no |
|
| 201 |
+
| en | legislation | -- | constitutions | 66 | 5984865 | 187 | 32004 | yes |
|
| 202 |
+
| en | legislation | US | federal_register | 424 | 39854787 | 5414 | 7361 | yes |
|
| 203 |
+
| en | legislation | US | uscode | 716 | 78466325 | 58 | 1352867 | yes |
|
| 204 |
+
| en | legislation | EU | euro_parl | 808 | 71344326 | 9672 | 7376 | no |
|
| 205 |
+
| en | legislation | US | cfr | 1788 | 160849007 | 243 | 661930 | yes |
|
| 206 |
+
| en | legislation | US | us_bills | 3394 | 320723838 | 112483 | 2851 | yes |
|
| 207 |
+
| en | legislation | EU | eurlex | 3504 | 401324829 | 142036 | 2825 | no |
|
| 208 |
+
| en | legislation | US | state_codes | 18066 | 1858333235 | 217 | 8563747 | yes |
|
| 209 |
+
| en | other | -- | bar_exam_outlines | 4 | 346924 | 59 | 5880 | no |
|
| 210 |
+
| en | other | US | ftc_advisory_opinions | 4 | 509025 | 145 | 3510 | no |
|
| 211 |
+
| en | other | US | olc_memos | 98 | 12764635 | 1384 | 9223 | yes |
|
| 212 |
+
| en | other | -- | cc_casebooks | 258 | 24857378 | 73 | 340512 | no |
|
| 213 |
+
| en | other | -- | un_debates | 360 | 31152497 | 8481 | 3673 | no |
|
| 214 |
+
| en | other | -- | r_legaladvice | 798 | 72605386 | 146671 | 495 | no |
|
| 215 |
+
| en | other | US | founding_docs | 1118 | 100390231 | 183664 | 546 | no |
|
| 216 |
+
| en | other | US | oig | 5056 | 566782244 | 38954 | 14550 | yes |
|
| 217 |
+
| en | other | US | congressional_hearings | 16448 | 1801110892 | 31514 | 57152 | no |
|
| 218 |
+
|
| 219 |
+
### Data Fields
|
| 220 |
+
|
| 221 |
+
[More Information Needed]
|
| 222 |
+
|
| 223 |
+
### Data Splits
|
| 224 |
+
|
| 225 |
+
[More Information Needed]
|
| 226 |
+
|
| 227 |
+
## Dataset Creation
|
| 228 |
+
|
| 229 |
+
### Curation Rationale
|
| 230 |
+
|
| 231 |
+
[More Information Needed]
|
| 232 |
+
|
| 233 |
+
### Source Data
|
| 234 |
+
|
| 235 |
+
#### Initial Data Collection and Normalization
|
| 236 |
+
|
| 237 |
+
[More Information Needed]
|
| 238 |
+
|
| 239 |
+
#### Who are the source language producers?
|
| 240 |
+
|
| 241 |
+
[More Information Needed]
|
| 242 |
+
|
| 243 |
+
### Annotations
|
| 244 |
+
|
| 245 |
+
#### Annotation process
|
| 246 |
+
|
| 247 |
+
[More Information Needed]
|
| 248 |
+
|
| 249 |
+
#### Who are the annotators?
|
| 250 |
+
|
| 251 |
+
[More Information Needed]
|
| 252 |
+
|
| 253 |
+
### Personal and Sensitive Information
|
| 254 |
+
|
| 255 |
+
[More Information Needed]
|
| 256 |
+
|
| 257 |
+
## Considerations for Using the Data
|
| 258 |
+
|
| 259 |
+
### Social Impact of Dataset
|
| 260 |
+
|
| 261 |
+
[More Information Needed]
|
| 262 |
+
|
| 263 |
+
### Discussion of Biases
|
| 264 |
+
|
| 265 |
+
[More Information Needed]
|
| 266 |
+
|
| 267 |
+
### Other Known Limitations
|
| 268 |
+
|
| 269 |
+
[More Information Needed]
|
| 270 |
+
|
| 271 |
+
## Additional Information
|
| 272 |
+
|
| 273 |
+
### Dataset Curators
|
| 274 |
+
|
| 275 |
+
[More Information Needed]
|
| 276 |
+
|
| 277 |
+
### Licensing Information
|
| 278 |
+
|
| 279 |
+
[More Information Needed]
|
| 280 |
+
|
| 281 |
+
### Citation Information
|
| 282 |
+
|
| 283 |
+
```
|
| 284 |
+
@misc{niklaus2023multilegalpile,
|
| 285 |
+
title={MultiLegalPile: A 689GB Multilingual Legal Corpus},
|
| 286 |
+
author={Joel Niklaus and Veton Matoshi and Matthias Stürmer and Ilias Chalkidis and Daniel E. Ho},
|
| 287 |
+
year={2023},
|
| 288 |
+
eprint={2306.02069},
|
| 289 |
+
archivePrefix={arXiv},
|
| 290 |
+
primaryClass={cs.CL}
|
| 291 |
+
}
|
| 292 |
+
```
|
| 293 |
+
|
| 294 |
+
### Contributions
|
| 295 |
+
|
| 296 |
+
Thanks to [@JoelNiklaus](https://github.com/joelniklaus) for adding this dataset.
|