Datasets:

joelniklaus
/

Multi_Legal_Pile

	---
	annotations_creators:
	- other
	language_creators:
	- found
	language:
	- bg
	- cs
	- da
	- de
	- el
	- en
	- es
	- et
	- fi
	- fr
	- ga
	- hr
	- hu
	- it
	- lt
	- lv
	- mt
	- nl
	- pl
	- pt
	- ro
	- sk
	- sl
	- sv
	license:
	- cc-by-4.0
	multilinguality:
	- multilingual
	paperswithcode_id: null
	pretty_name: "MultiLegalPile: A Large-Scale Multilingual Corpus for the Legal Domain"
	size_categories:
	- 10M<n<100M
	source_datasets:
	- original
	task_categories:
	- fill-mask

	---

	# Dataset Card for MultiLegalPile: A Large-Scale Multilingual Corpus for the Legal Domain

	## Table of Contents

	- [Table of Contents](#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:
	- Repository:
	- Paper:
	- Leaderboard:
	- Point of Contact: [Joel Niklaus](mailto:joel.niklaus.2@bfh.ch)

	### Dataset Summary

	The Multi_Legal_Pile is a large-scale multilingual legal dataset suited for pretraining language models.
	It spans over 24 languages and five legal text types.

	### Supported Tasks and Leaderboards

	The dataset supports the tasks of fill-mask.

	### Languages

	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,
	ro, sk, sl, sv

	## Dataset Structure

	It is structured in the following format:
	type -> language -> jurisdiction.jsonl.xz

	type is one of the following:

	- caselaw
	- contracts
	- legislation
	- other
	- mc4_legal

	`mc4_legal` is a subset of the other type but is listed separately so it can be easily excluded since it is less
	permissively licensed than the other types.

	Use the dataset like this:

	```python
	from datasets import load_dataset

	config = 'en_contracts' # {language}_{type}
	dataset = load_dataset('joelito/Multi_Legal_Pile', config, split='train', streaming=True)
	```

	'config' is a combination of language and text_type, e.g. 'en_contracts' or 'de_caselaw'.
	To load all the languages or all the text_types, use 'all' instead of the language or text_type (e.g., '
	all_legislation').

	### Data Instances

	The file format is jsonl.xz and there is one split available ("train").

	The complete dataset (689GB) consists of four large subsets:

	- Native Multi Legal Pile (112GB)
	- Eurlex Resources (179GB)
	- Legal MC4 (106GB)
	- Pile of Law (292GB)

	#### Native Multilingual Legal Pile data

	\| Language \| Text Type \| Jurisdiction \| Source \| Size (MB) \| Tokens \| Documents \| Words/Document \| URL \| License \|
	\|:---------\|:------------\|:-------------\|:-----------------------------------\|----------:\|-------:\|----------:\|---------------:\|-----\|--------:\|
	\| bg \| legislation \| Bulgaria \| MARCELL \| 588 \| xxx \| xxx \| xxx \| \| \|
	\| cs \| caselaw \| Czechia \| CzCDC Constitutional Court \| 713 \| xxx \| xxx \| xxx \| \| \|
	\| cs \| caselaw \| Czechia \| CzCDC Supreme Administrative Court \| 1248 \| xxx \| xxx \| xxx \| \| \|
	\| cs \| caselaw \| Czechia \| CzCDC Supreme Court \| 1566 \| xxx \| xxx \| xxx \| \| \|
	\| da \| caselaw \| Denmark \| DDSC \| 205 \| xxx \| xxx \| xxx \| \| \|
	\| da \| legislation \| Denmark \| DDSC \| 1464 \| xxx \| xxx \| xxx \| \| \|
	\| de \| caselaw \| Germany \| openlegaldata \| 4310 \| xxx \| xxx \| xxx \| \| \|
	\| de \| caselaw \| Switzerland \| entscheidsuche \| 6937 \| xxx \| xxx \| xxx \| \| \|
	\| de \| legislation \| Germany \| openlegaldata \| 96 \| xxx \| xxx \| xxx \| \| \|
	\| de \| legislation \| Switzerland \| lexfind \| 299 \| xxx \| xxx \| xxx \| \| \|
	\| en \| legislation \| Switzerland \| lexfind \| 9 \| xxx \| xxx \| xxx \| \| \|
	\| en \| legislation \| UK \| uk-lex \| 262 \| xxx \| xxx \| xxx \| \| \|
	\| fr \| caselaw \| Belgium \| jurportal \| 104 \| xxx \| xxx \| xxx \| \| \|
	\| fr \| caselaw \| France \| CASS \| 266 \| xxx \| xxx \| xxx \| \| \|
	\| fr \| caselaw \| Luxembourg \| judoc \| 277 \| xxx \| xxx \| xxx \| \| \|
	\| fr \| caselaw \| Switzerland \| entscheidsuche \| 5100 \| xxx \| xxx \| xxx \| \| \|
	\| fr \| legislation \| Switzerland \| lexfind \| 219 \| xxx \| xxx \| xxx \| \| \|
	\| fr \| legislation \| Belgium \| ejustice \| 178 \| xxx \| xxx \| xxx \| \| \|
	\| hu \| legislation \| Hungary \| MARCELL \| 239 \| xxx \| xxx \| xxx \| \| \|
	\| it \| caselaw \| Switzerland \| entscheidsuche \| 1274 \| xxx \| xxx \| xxx \| \| \|
	\| it \| legislation \| Switzerland \| lexfind \| 141 \| xxx \| xxx \| xxx \| \| \|
	\| nl \| legislation \| Belgium \| ejustice \| 178 \| xxx \| xxx \| xxx \| \| \|
	\| pl \| legislation \| Poland \| MARCELL \| 264 \| xxx \| xxx \| xxx \| \| \|
	\| pt \| caselaw \| Brazil \| RulingBR \| 173 \| xxx \| xxx \| xxx \| \| \|
	\| pt \| caselaw \| Brazil \| CRETA \| 19000 \| xxx \| xxx \| xxx \| \| \|
	\| pt \| caselaw \| Brazil \| CJPG \| 63480 \| xxx \| xxx \| xxx \| \| \|
	\| ro \| legislation \| Romania \| MARCELL \| 2704 \| xxx \| xxx \| xxx \| \| \|
	\| sk \| legislation \| Slovakia \| MARCELL \| 192 \| xxx \| xxx \| xxx \| \| \|
	\| sl \| legislation \| Slovenia \| MARCELL \| 753 \| xxx \| xxx \| xxx \| \| \|
	\| total \| all \| all \| all \| 112239 \| xxx \| xxx \| xxx \| \| \|

	#### Eurlex Resources

	See [Eurlex Resources](https://huggingface.co/datasets/joelito/eurlex_resources#data-instances) for more information.

	#### Legal-MC4

	See [Legal-MC4](https://huggingface.co/datasets/joelito/legal-mc4#data-instances) for more information.

	#### Pile-of-Law

	See [Pile-of-Law](https://huggingface.co/datasets/pile-of-law/pile-of-law#data-instances) for more information.

	\| Language \| Type \| Jurisdiction \| Source \| Size (MB) \| Tokens \| Documents \| Tokens/Document \| Part of Multi_Legal_Pile \|
	\|:-----------\|:------------\|:---------------\|:-------------------------------------\|------------:\|------------:\|------------:\|------------------:\|:---------------------------\|
	\| en \| all \| all \| all \| 503712 \| 50547777921 \| 9872444 \| 5120 \| yes \|
	\| en \| caselaw \| EU \| echr \| 298 \| 28374996 \| 8480 \| 3346 \| yes \|
	\| en \| caselaw \| Canada \| canadian_decisions \| 486 \| 45438083 \| 11343 \| 4005 \| yes \|
	\| en \| caselaw \| US \| dol_ecab \| 942 \| 99113541 \| 28211 \| 3513 \| no \|
	\| en \| caselaw \| US \| scotus_oral_arguments \| 1092 \| 108228951 \| 7996 \| 13535 \| no \|
	\| en \| caselaw \| US \| tax_rulings \| 1704 \| 166915887 \| 54064 \| 3087 \| no \|
	\| en \| caselaw \| US \| nlrb_decisions \| 2652 \| 294471818 \| 32080 \| 9179 \| no \|
	\| en \| caselaw \| US \| scotus_filings \| 4018 \| 593870413 \| 63775 \| 9311 \| yes \|
	\| en \| caselaw \| US \| bva_opinions \| 35238 \| 4084140080 \| 839523 \| 4864 \| no \|
	\| en \| caselaw \| US \| courtlistener_docket_entry_documents \| 139006 \| 12713614864 \| 1983436 \| 6409 \| yes \|
	\| en \| caselaw \| US \| courtlistener_opinions \| 158110 \| 15899704961 \| 4518445 \| 3518 \| yes \|
	\| en \| contracts \| -- \| tos \| 4 \| 391890 \| 50 \| 7837 \| no \|
	\| en \| contracts \| US \| cfpb_creditcard_contracts \| 188 \| 25984824 \| 2638 \| 9850 \| yes \|
	\| en \| contracts \| US \| edgar \| 28698 \| 2936402810 \| 987926 \| 2972 \| yes \|
	\| en \| contracts \| US \| atticus_contracts \| 78300 \| 7997013703 \| 650833 \| 12287 \| yes \|
	\| en \| legislation \| US \| fre \| 2 \| 173325 \| 68 \| 2548 \| no \|
	\| en \| legislation \| US \| frcp \| 4 \| 427614 \| 92 \| 4647 \| no \|
	\| en \| legislation \| US \| eoir \| 62 \| 6109737 \| 2229 \| 2741 \| no \|
	\| en \| legislation \| -- \| constitutions \| 66 \| 5984865 \| 187 \| 32004 \| yes \|
	\| en \| legislation \| US \| federal_register \| 424 \| 39854787 \| 5414 \| 7361 \| yes \|
	\| en \| legislation \| US \| uscode \| 716 \| 78466325 \| 58 \| 1352867 \| yes \|
	\| en \| legislation \| EU \| euro_parl \| 808 \| 71344326 \| 9672 \| 7376 \| no \|
	\| en \| legislation \| US \| cfr \| 1788 \| 160849007 \| 243 \| 661930 \| yes \|
	\| en \| legislation \| US \| us_bills \| 3394 \| 320723838 \| 112483 \| 2851 \| yes \|
	\| en \| legislation \| EU \| eurlex \| 3504 \| 401324829 \| 142036 \| 2825 \| no \|
	\| en \| legislation \| US \| state_codes \| 18066 \| 1858333235 \| 217 \| 8563747 \| yes \|
	\| en \| other \| -- \| bar_exam_outlines \| 4 \| 346924 \| 59 \| 5880 \| no \|
	\| en \| other \| US \| ftc_advisory_opinions \| 4 \| 509025 \| 145 \| 3510 \| no \|
	\| en \| other \| US \| olc_memos \| 98 \| 12764635 \| 1384 \| 9223 \| yes \|
	\| en \| other \| -- \| cc_casebooks \| 258 \| 24857378 \| 73 \| 340512 \| no \|
	\| en \| other \| -- \| un_debates \| 360 \| 31152497 \| 8481 \| 3673 \| no \|
	\| en \| other \| -- \| r_legaladvice \| 798 \| 72605386 \| 146671 \| 495 \| no \|
	\| en \| other \| US \| founding_docs \| 1118 \| 100390231 \| 183664 \| 546 \| no \|
	\| en \| other \| US \| oig \| 5056 \| 566782244 \| 38954 \| 14550 \| yes \|
	\| en \| other \| US \| congressional_hearings \| 16448 \| 1801110892 \| 31514 \| 57152 \| no \|

	### Data Fields

	[More Information Needed]

	### Data Splits

	[More Information Needed]

	## Dataset Creation

	### Curation Rationale

	[More Information Needed]

	### Source Data

	#### Initial Data Collection and Normalization

	[More Information Needed]

	#### Who are the source language producers?

	[More Information Needed]

	### Annotations

	#### 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

	```
	TODO add citation
	```

	### Contributions

	Thanks to [@JoelNiklaus](https://github.com/joelniklaus) for adding this dataset.