--- 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 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 (716GB) consists of four large subsets: - Native Multi Legal Pile (112GB) - Eurlex Resources (179GB) - MC4 Legal (133GB) - 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. #### MC4 Legal See [MC4 Legal](https://huggingface.co/datasets/joelito/mc4_legal#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.