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--- |
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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: |
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- cc-by-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: "EurlexResources: A Corpus Covering the Largest EURLEX Resources" |
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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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--- |
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|
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# Dataset Card for EurlexResources: A Corpus Covering the Largest EURLEX Resources |
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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:** [GitHub](https://github.com/JoelNiklaus/LegalDatasets/tree/main/pretrain/eurlex) |
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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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This dataset contains large text resources (~179GB in total) from EURLEX that can be used for pretraining language models. |
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### Supported Tasks and Leaderboards |
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The dataset supports the task of masked language modeling. |
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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, ro, sk, sl, sv |
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## Dataset Structure |
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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 following resource types are supported: caselaw, decision, directive, intagr, proposal, recommendation, regulation |
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More information about the resource types can be found here: |
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- Caselaw: [EU](https://eur-lex.europa.eu/collection/eu-law/eu-case-law.html) |
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- Decision: [EU](https://eur-lex.europa.eu/EN/legal-content/summary/european-union-decisions.html), [Wikipedia](https://en.wikipedia.org/wiki/Decision_(European_Union)) |
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- Directive: [EU](https://european-union.europa.eu/institutions-law-budget/law/types-legislation_en), [Wikipedia](https://en.wikipedia.org/wiki/Directive_(European_Union)) |
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- Recommendation: [EU](https://eur-lex.europa.eu/EN/legal-content/glossary/recommendation.html), [Wikipedia](https://en.wikipedia.org/wiki/Recommendation_(European_Union)) |
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- Regulation: [EU](https://european-union.europa.eu/institutions-law-budget/law/types-legislation_en), [Wikipedia](https://en.wikipedia.org/wiki/Regulation_(European_Union)) |
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- Intagr: [EU](https://eur-lex.europa.eu/collection/eu-law/inter-agree.html), [Wikipedia](https://en.wikipedia.org/wiki/Treaties_of_the_European_Union) |
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- Proposal: No resource found |
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| Language | Source | Size (MB) | Tokens | Documents | Words/Document | |
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|:---------|---------------:|-----------:|-------:|----------:|---------------:| |
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| bg | caselaw | 1461.0 | xxx | xxx | xxx | |
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| bg | decision | 1196.0 | xxx | xxx | xxx | |
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| bg | directive | 245.8 | xxx | xxx | xxx | |
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| bg | intagr | 579.7 | xxx | xxx | xxx | |
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| bg | proposal | 1029.5 | xxx | xxx | xxx | |
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| bg | recommendation | 83.4 | xxx | xxx | xxx | |
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| bg | regulation | 2877.8 | xxx | xxx | xxx | |
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| cs | caselaw | 1025.3 | xxx | xxx | xxx | |
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| cs | decision | 1045.9 | xxx | xxx | xxx | |
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| cs | directive | 169.4 | xxx | xxx | xxx | |
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| cs | intagr | 427.9 | xxx | xxx | xxx | |
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| cs | proposal | 777.4 | xxx | xxx | xxx | |
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| cs | recommendation | 57.5 | xxx | xxx | xxx | |
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| cs | regulation | 4449.1 | xxx | xxx | xxx | |
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| da | caselaw | 1538.6 | xxx | xxx | xxx | |
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| da | decision | 1269.6 | xxx | xxx | xxx | |
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| da | directive | 188.3 | xxx | xxx | xxx | |
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| da | intagr | 480.1 | xxx | xxx | xxx | |
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| da | proposal | 1267.8 | xxx | xxx | xxx | |
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| da | recommendation | 89.3 | xxx | xxx | xxx | |
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| da | regulation | 3457.9 | xxx | xxx | xxx | |
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| de | caselaw | 1689.7 | xxx | xxx | xxx | |
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| de | decision | 1349.7 | xxx | xxx | xxx | |
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| de | directive | 198.4 | xxx | xxx | xxx | |
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| de | intagr | 503.4 | xxx | xxx | xxx | |
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| de | proposal | 1405.2 | xxx | xxx | xxx | |
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| de | recommendation | 98.0 | xxx | xxx | xxx | |
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| de | regulation | 3635.4 | xxx | xxx | xxx | |
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| el | caselaw | 2691.7 | xxx | xxx | xxx | |
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| el | decision | 1721.2 | xxx | xxx | xxx | |
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| el | directive | 298.1 | xxx | xxx | xxx | |
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| el | intagr | 668.1 | xxx | xxx | xxx | |
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| el | proposal | 1932.0 | xxx | xxx | xxx | |
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| el | recommendation | 133.8 | xxx | xxx | xxx | |
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| el | regulation | 4269.8 | xxx | xxx | xxx | |
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| en | caselaw | 1624.3 | xxx | xxx | xxx | |
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| en | decision | 1400.1 | xxx | xxx | xxx | |
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| en | directive | 186.9 | xxx | xxx | xxx | |
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| en | intagr | 474.3 | xxx | xxx | xxx | |
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| en | proposal | 1404.6 | xxx | xxx | xxx | |
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| en | recommendation | 87.5 | xxx | xxx | xxx | |
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| en | regulation | 3379.6 | xxx | xxx | xxx | |
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| es | caselaw | 1652.9 | xxx | xxx | xxx | |
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| es | decision | 1253.9 | xxx | xxx | xxx | |
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| es | directive | 201.9 | xxx | xxx | xxx | |
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| es | intagr | 490.3 | xxx | xxx | xxx | |
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| es | proposal | 1243.4 | xxx | xxx | xxx | |
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| es | recommendation | 73.9 | xxx | xxx | xxx | |
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| es | regulation | 3079.6 | xxx | xxx | xxx | |
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| et | caselaw | 944.3 | xxx | xxx | xxx | |
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| et | decision | 1016.6 | xxx | xxx | xxx | |
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| et | directive | 161.4 | xxx | xxx | xxx | |
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| et | intagr | 416.5 | xxx | xxx | xxx | |
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| et | proposal | 750.6 | xxx | xxx | xxx | |
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| et | recommendation | 55.0 | xxx | xxx | xxx | |
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| et | regulation | 2405.2 | xxx | xxx | xxx | |
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| fi | caselaw | 1404.8 | xxx | xxx | xxx | |
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| fi | decision | 1156.8 | xxx | xxx | xxx | |
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| fi | directive | 186.5 | xxx | xxx | xxx | |
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| fi | intagr | 442.0 | xxx | xxx | xxx | |
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| fi | proposal | 983.9 | xxx | xxx | xxx | |
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| fi | recommendation | 66.2 | xxx | xxx | xxx | |
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| fi | regulation | 2628.1 | xxx | xxx | xxx | |
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| fr | caselaw | 1903.8 | xxx | xxx | xxx | |
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| fr | decision | 1375.5 | xxx | xxx | xxx | |
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| fr | directive | 202.9 | xxx | xxx | xxx | |
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| fr | intagr | 508.5 | xxx | xxx | xxx | |
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| fr | proposal | 1444.0 | xxx | xxx | xxx | |
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| fr | recommendation | 101.0 | xxx | xxx | xxx | |
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| fr | regulation | 3669.3 | xxx | xxx | xxx | |
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| ga | caselaw | 12.5 | xxx | xxx | xxx | |
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| ga | decision | 83.8 | xxx | xxx | xxx | |
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| ga | directive | 17.0 | xxx | xxx | xxx | |
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| ga | intagr | 18.2 | xxx | xxx | xxx | |
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| ga | proposal | 266.4 | xxx | xxx | xxx | |
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| ga | recommendation | 9.2 | xxx | xxx | xxx | |
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| ga | regulation | 582.6 | xxx | xxx | xxx | |
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| hr | caselaw | 564.0 | xxx | xxx | xxx | |
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| hr | decision | 564.6 | xxx | xxx | xxx | |
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| hr | directive | 144.8 | xxx | xxx | xxx | |
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| hr | intagr | 434.2 | xxx | xxx | xxx | |
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| hr | proposal | 527.0 | xxx | xxx | xxx | |
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| hr | recommendation | 36.3 | xxx | xxx | xxx | |
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| hr | regulation | 2139.6 | xxx | xxx | xxx | |
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| hu | caselaw | 1138.2 | xxx | xxx | xxx | |
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| hu | decision | 1090.1 | xxx | xxx | xxx | |
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| hu | directive | 182.5 | xxx | xxx | xxx | |
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| hu | intagr | 448.6 | xxx | xxx | xxx | |
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| hu | proposal | 846.3 | xxx | xxx | xxx | |
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| hu | recommendation | 64.2 | xxx | xxx | xxx | |
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| hu | regulation | 2509.9 | xxx | xxx | xxx | |
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| it | caselaw | 1662.0 | xxx | xxx | xxx | |
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| it | decision | 1349.1 | xxx | xxx | xxx | |
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| it | directive | 197.8 | xxx | xxx | xxx | |
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| it | intagr | 500.4 | xxx | xxx | xxx | |
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| it | proposal | 1385.8 | xxx | xxx | xxx | |
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| it | recommendation | 98.1 | xxx | xxx | xxx | |
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| it | regulation | 3687.8 | xxx | xxx | xxx | |
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| lt | caselaw | 1005.3 | xxx | xxx | xxx | |
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| lt | decision | 1044.4 | xxx | xxx | xxx | |
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| lt | directive | 168.8 | xxx | xxx | xxx | |
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| lt | intagr | 430.8 | xxx | xxx | xxx | |
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| lt | proposal | 787.2 | xxx | xxx | xxx | |
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| lt | recommendation | 58.0 | xxx | xxx | xxx | |
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| lt | regulation | 2562.9 | xxx | xxx | xxx | |
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| lv | caselaw | 1019.8 | xxx | xxx | xxx | |
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| lv | decision | 1049.3 | xxx | xxx | xxx | |
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| lv | directive | 169.8 | xxx | xxx | xxx | |
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| lv | intagr | 430.6 | xxx | xxx | xxx | |
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| lv | proposal | 784.4 | xxx | xxx | xxx | |
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| lv | recommendation | 58.3 | xxx | xxx | xxx | |
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| lv | regulation | 2483.0 | xxx | xxx | xxx | |
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| mt | caselaw | 10335.5 | xxx | xxx | xxx | |
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| mt | decision | 1054.2 | xxx | xxx | xxx | |
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| mt | directive | 185.6 | xxx | xxx | xxx | |
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| mt | intagr | 447.4 | xxx | xxx | xxx | |
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| mt | proposal | 813.4 | xxx | xxx | xxx | |
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| mt | recommendation | 58.9 | xxx | xxx | xxx | |
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| mt | regulation | 2586.7 | xxx | xxx | xxx | |
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| nl | caselaw | 1621.3 | xxx | xxx | xxx | |
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| nl | decision | 1359.7 | xxx | xxx | xxx | |
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| nl | directive | 197.9 | xxx | xxx | xxx | |
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| nl | intagr | 501.6 | xxx | xxx | xxx | |
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| nl | proposal | 1393.9 | xxx | xxx | xxx | |
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| nl | recommendation | 99.8 | xxx | xxx | xxx | |
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| nl | regulation | 3707.5 | xxx | xxx | xxx | |
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| pl | caselaw | 1087.5 | xxx | xxx | xxx | |
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| pl | decision | 1067.5 | xxx | xxx | xxx | |
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| pl | directive | 179.8 | xxx | xxx | xxx | |
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| pl | intagr | 443.9 | xxx | xxx | xxx | |
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| pl | proposal | 819.8 | xxx | xxx | xxx | |
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| pl | recommendation | 61.9 | xxx | xxx | xxx | |
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| pl | regulation | 2637.9 | xxx | xxx | xxx | |
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| pt | caselaw | 1553.3 | xxx | xxx | xxx | |
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| pt | decision | 1246.3 | xxx | xxx | xxx | |
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| pt | directive | 198.1 | xxx | xxx | xxx | |
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| pt | intagr | 479.6 | xxx | xxx | xxx | |
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| pt | proposal | 1238.9 | xxx | xxx | xxx | |
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| pt | recommendation | 73.1 | xxx | xxx | xxx | |
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| pt | regulation | 3078.9 | xxx | xxx | xxx | |
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| ro | caselaw | 990.5 | xxx | xxx | xxx | |
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| ro | decision | 998.7 | xxx | xxx | xxx | |
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| ro | directive | 190.6 | xxx | xxx | xxx | |
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| ro | intagr | 459.6 | xxx | xxx | xxx | |
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| ro | proposal | 752.1 | xxx | xxx | xxx | |
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| ro | recommendation | 57.7 | xxx | xxx | xxx | |
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| ro | regulation | 2546.3 | xxx | xxx | xxx | |
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| sk | caselaw | 1022.2 | xxx | xxx | xxx | |
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| sk | decision | 1053.8 | xxx | xxx | xxx | |
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| sk | directive | 170.5 | xxx | xxx | xxx | |
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| sk | intagr | 436.3 | xxx | xxx | xxx | |
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| sk | proposal | 794.5 | xxx | xxx | xxx | |
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| sk | recommendation | 59.6 | xxx | xxx | xxx | |
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| sk | regulation | 2577.9 | xxx | xxx | xxx | |
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| sl | caselaw | 940.7 | xxx | xxx | xxx | |
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| sl | decision | 1021.6 | xxx | xxx | xxx | |
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| sl | directive | 159.9 | xxx | xxx | xxx | |
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| sl | intagr | 420.7 | xxx | xxx | xxx | |
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| sl | proposal | 751.8 | xxx | xxx | xxx | |
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| sl | recommendation | 56.0 | xxx | xxx | xxx | |
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| sl | regulation | 2527.7 | xxx | xxx | xxx | |
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| sv | caselaw | 1398.3 | xxx | xxx | xxx | |
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| sv | decision | 1146.0 | xxx | xxx | xxx | |
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| sv | directive | 178.5 | xxx | xxx | xxx | |
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| sv | intagr | 441.8 | xxx | xxx | xxx | |
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| sv | proposal | 971.2 | xxx | xxx | xxx | |
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| sv | recommendation | 71.1 | xxx | xxx | xxx | |
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| sv | regulation | 2751.9 | xxx | xxx | xxx | |
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| total | total | 178778.9 | xxx | xxx | xxx | |
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### Data Fields |
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[More Information Needed] |
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### Data Splits |
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|
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[More Information Needed] |
|
|
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## Dataset Creation |
|
|
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|
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### Curation Rationale |
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|
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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The data has been downloaded using the R package [eurlex](https://cran.r-project.org/web/packages/eurlex/vignettes/eurlexpkg.html) between June and August 2022. |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
|
|
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[More Information Needed] |
|
|
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## 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] |
|
|
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### Contributions |
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|
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Thanks to [@JoelNiklaus](https://github.com/joelniklaus) for adding this dataset. |
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