|
--- |
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annotations_creators: |
|
- other |
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language_creators: |
|
- found |
|
language: |
|
- bg |
|
- cs |
|
- da |
|
- de |
|
- el |
|
- en |
|
- es |
|
- et |
|
- fi |
|
- fr |
|
- ga |
|
- hr |
|
- hu |
|
- it |
|
- lt |
|
- lv |
|
- mt |
|
- nl |
|
- pl |
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- pt |
|
- ro |
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- sk |
|
- sl |
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- sv |
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license: |
|
- cc-by-4.0 |
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multilinguality: |
|
- multilingual |
|
paperswithcode_id: null |
|
pretty_name: "EurlexResources: A Corpus Covering the Largest EURLEX Resources" |
|
size_categories: |
|
- 1M<n<10M |
|
source_datasets: |
|
- original |
|
task_categories: |
|
- fill-mask |
|
|
|
--- |
|
|
|
# Dataset Card for EurlexResources: A Corpus Covering the Largest EURLEX Resources |
|
|
|
## 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) |
|
- [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:** |
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- **Repository:** [GitHub](https://github.com/JoelNiklaus/LegalDatasets/tree/main/pretrain/eurlex) |
|
- **Paper:** |
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- **Leaderboard:** |
|
- **Point of Contact:** [Joel Niklaus](mailto:[email protected]) |
|
|
|
### Dataset Summary |
|
|
|
This dataset contains large text resources (~179GB in total) from EURLEX that can be used for pretraining language models. |
|
|
|
Use the dataset like this: |
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```python |
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from datasets import load_dataset |
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config = "de_caselaw" # {lang}_{resource} |
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dataset = load_dataset("joelito/eurlex_resources", config, split='train', streaming=True) |
|
``` |
|
|
|
### Supported Tasks and Leaderboards |
|
|
|
The dataset supports the task of masked language modeling. |
|
|
|
### 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 |
|
|
|
## Dataset Structure |
|
|
|
### 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) |
|
- Proposal: No resource found |
|
|
|
|
|
| Language | Source | Size (MB) | Tokens | Documents | Tokens/Document | |
|
|:-----------|:---------------|------------:|------------:|------------:|------------------:| |
|
| all | all | 176558 | 21526462547 | 8267651 | 2603 | |
|
| all | caselaw | 32320 | 5465831562 | 2428444 | 2250 | |
|
| all | decision | 27974 | 3054210877 | 1267253 | 2410 | |
|
| all | directive | 4689 | 682257277 | 103020 | 6622 | |
|
| all | intagr | 11264 | 1360585785 | 271055 | 5019 | |
|
| all | proposal | 26526 | 3801600560 | 702392 | 5412 | |
|
| all | recommendation | 1886 | 293127733 | 80277 | 3651 | |
|
| all | regulation | 71899 | 6868848753 | 3415210 | 2011 | |
|
| bg | all | 7819 | 683675086 | 348691 | 1960 | |
|
| bg | caselaw | 1588 | 179453583 | 104434 | 1718 | |
|
| bg | decision | 1248 | 102781999 | 54075 | 1900 | |
|
| bg | directive | 263 | 28004882 | 4388 | 6382 | |
|
| bg | intagr | 603 | 54294524 | 11581 | 4688 | |
|
| bg | proposal | 1083 | 103035900 | 29251 | 3522 | |
|
| bg | recommendation | 89 | 9061227 | 3321 | 2728 | |
|
| bg | regulation | 2943 | 207042971 | 141641 | 1461 | |
|
| cs | all | 8360 | 934087127 | 449793 | 2076 | |
|
| cs | caselaw | 1163 | 208895704 | 104519 | 1998 | |
|
| cs | decision | 1102 | 114330830 | 54075 | 2114 | |
|
| cs | directive | 186 | 28119441 | 4388 | 6408 | |
|
| cs | intagr | 449 | 55008615 | 11581 | 4749 | |
|
| cs | proposal | 840 | 121367313 | 29252 | 4149 | |
|
| cs | recommendation | 64 | 10216343 | 3323 | 3074 | |
|
| cs | regulation | 4557 | 396148881 | 242655 | 1632 | |
|
| da | all | 7676 | 927426056 | 303594 | 3054 | |
|
| da | caselaw | 491 | 46535791 | 59328 | 784 | |
|
| da | decision | 1356 | 161197980 | 54085 | 2980 | |
|
| da | directive | 207 | 32246780 | 4388 | 7348 | |
|
| da | intagr | 506 | 64738297 | 11582 | 5589 | |
|
| da | proposal | 1399 | 213540972 | 29257 | 7298 | |
|
| da | recommendation | 100 | 16169558 | 3352 | 4823 | |
|
| da | regulation | 3618 | 392996678 | 141602 | 2775 | |
|
| de | all | 9607 | 1259810918 | 348290 | 3617 | |
|
| de | caselaw | 1930 | 337759616 | 104228 | 3240 | |
|
| de | decision | 1449 | 169687102 | 53980 | 3143 | |
|
| de | directive | 218 | 32100715 | 4385 | 7320 | |
|
| de | intagr | 531 | 67188513 | 11580 | 5802 | |
|
| de | proposal | 1556 | 227441945 | 29219 | 7784 | |
|
| de | recommendation | 109 | 16914583 | 3318 | 5097 | |
|
| de | regulation | 3813 | 408718444 | 141580 | 2886 | |
|
| el | all | 12469 | 1378107391 | 349667 | 3941 | |
|
| el | caselaw | 2951 | 386130014 | 105138 | 3672 | |
|
| el | decision | 1823 | 182486411 | 54150 | 3370 | |
|
| el | directive | 321 | 38513818 | 4390 | 8773 | |
|
| el | intagr | 701 | 77738992 | 11584 | 6710 | |
|
| el | proposal | 2085 | 251594184 | 29290 | 8589 | |
|
| el | recommendation | 145 | 17742091 | 3357 | 5285 | |
|
| el | regulation | 4443 | 423901881 | 141758 | 2990 | |
|
| en | all | 9217 | 1161691945 | 348641 | 3332 | |
|
| en | caselaw | 1846 | 316782142 | 104422 | 3033 | |
|
| en | decision | 1504 | 176469698 | 54054 | 3264 | |
|
| en | directive | 204 | 28841387 | 4388 | 6572 | |
|
| en | intagr | 499 | 60504759 | 11581 | 5224 | |
|
| en | proposal | 1538 | 209851759 | 29242 | 7176 | |
|
| en | recommendation | 97 | 14694658 | 3320 | 4426 | |
|
| en | regulation | 3530 | 354547542 | 141634 | 2503 | |
|
| es | all | 8588 | 1077415710 | 348443 | 3092 | |
|
| es | caselaw | 1870 | 312501137 | 104312 | 2995 | |
|
| es | decision | 1334 | 147730710 | 54001 | 2735 | |
|
| es | directive | 221 | 31679902 | 4385 | 7224 | |
|
| es | intagr | 516 | 64131203 | 11581 | 5537 | |
|
| es | proposal | 1366 | 197060809 | 29224 | 6743 | |
|
| es | recommendation | 82 | 12355655 | 3319 | 3722 | |
|
| es | regulation | 3199 | 311956294 | 141621 | 2202 | |
|
| et | all | 6090 | 712559412 | 349615 | 2038 | |
|
| et | caselaw | 1074 | 188899781 | 105111 | 1797 | |
|
| et | decision | 1069 | 107752981 | 54159 | 1989 | |
|
| et | directive | 177 | 25983417 | 4390 | 5918 | |
|
| et | intagr | 436 | 51558677 | 11584 | 4450 | |
|
| et | proposal | 810 | 114597516 | 29283 | 3913 | |
|
| et | recommendation | 61 | 9717239 | 3355 | 2896 | |
|
| et | regulation | 2464 | 214049801 | 141733 | 1510 | |
|
| fi | all | 7346 | 926601752 | 349633 | 2650 | |
|
| fi | caselaw | 1596 | 280391862 | 105119 | 2667 | |
|
| fi | decision | 1227 | 133158370 | 54163 | 2458 | |
|
| fi | directive | 204 | 30439964 | 4389 | 6935 | |
|
| fi | intagr | 463 | 56305341 | 11584 | 4860 | |
|
| fi | proposal | 1075 | 161285908 | 29288 | 5506 | |
|
| fi | recommendation | 73 | 11623296 | 3356 | 3463 | |
|
| fi | regulation | 2707 | 253397011 | 141734 | 1787 | |
|
| fr | all | 9937 | 1383610076 | 348295 | 3972 | |
|
| fr | caselaw | 2158 | 400304923 | 104228 | 3840 | |
|
| fr | decision | 1473 | 182025567 | 53981 | 3372 | |
|
| fr | directive | 222 | 34239059 | 4385 | 7808 | |
|
| fr | intagr | 536 | 71340724 | 11580 | 6160 | |
|
| fr | proposal | 1592 | 245293973 | 29218 | 8395 | |
|
| fr | recommendation | 112 | 18413965 | 3318 | 5549 | |
|
| fr | regulation | 3845 | 431991865 | 141585 | 3051 | |
|
| ga | all | 1028 | 129394560 | 349778 | 369 | |
|
| ga | caselaw | 11 | 1322015 | 105205 | 12 | |
|
| ga | decision | 87 | 9132798 | 54189 | 168 | |
|
| ga | directive | 18 | 2881950 | 4390 | 656 | |
|
| ga | intagr | 19 | 3544433 | 11586 | 305 | |
|
| ga | proposal | 289 | 51138741 | 29298 | 1745 | |
|
| ga | recommendation | 10 | 1770503 | 3361 | 526 | |
|
| ga | regulation | 594 | 59604120 | 141749 | 420 | |
|
| hr | all | 4594 | 479668409 | 348691 | 1375 | |
|
| hr | caselaw | 617 | 108134448 | 104434 | 1035 | |
|
| hr | decision | 596 | 61443063 | 54075 | 1136 | |
|
| hr | directive | 156 | 19255268 | 4388 | 4388 | |
|
| hr | intagr | 450 | 44372755 | 11581 | 3831 | |
|
| hr | proposal | 552 | 60718165 | 29251 | 2075 | |
|
| hr | recommendation | 40 | 6313739 | 3321 | 1901 | |
|
| hr | regulation | 2183 | 179430971 | 141641 | 1266 | |
|
| hu | all | 6653 | 744676866 | 349605 | 2130 | |
|
| hu | caselaw | 1278 | 206954585 | 105144 | 1968 | |
|
| hu | decision | 1147 | 112655714 | 54156 | 2080 | |
|
| hu | directive | 200 | 27421410 | 4389 | 6247 | |
|
| hu | intagr | 470 | 54481362 | 11586 | 4702 | |
|
| hu | proposal | 912 | 120493483 | 29291 | 4113 | |
|
| hu | recommendation | 70 | 10294766 | 3357 | 3066 | |
|
| hu | regulation | 2576 | 212375546 | 141682 | 1498 | |
|
| it | all | 8222 | 963423333 | 303187 | 3177 | |
|
| it | caselaw | 526 | 46071081 | 59116 | 779 | |
|
| it | decision | 1445 | 166154664 | 53983 | 3077 | |
|
| it | directive | 217 | 31786252 | 4385 | 7248 | |
|
| it | intagr | 528 | 66036352 | 11580 | 5702 | |
|
| it | proposal | 1533 | 224727845 | 29218 | 7691 | |
|
| it | recommendation | 109 | 16724986 | 3318 | 5040 | |
|
| it | regulation | 3865 | 411922153 | 141587 | 2909 | |
|
| lt | all | 4909 | 590271724 | 220817 | 2673 | |
|
| lt | caselaw | 1137 | 202588185 | 105477 | 1920 | |
|
| lt | decision | 551 | 53711077 | 21841 | 2459 | |
|
| lt | directive | 88 | 13428712 | 2072 | 6481 | |
|
| lt | intagr | 294 | 33148829 | 4051 | 8182 | |
|
| lt | proposal | 850 | 121316064 | 29272 | 4144 | |
|
| lt | recommendation | 64 | 10187341 | 3363 | 3029 | |
|
| lt | regulation | 1926 | 155891516 | 54741 | 2847 | |
|
| lv | all | 6349 | 752446195 | 349919 | 2150 | |
|
| lv | caselaw | 1153 | 205473532 | 105242 | 1952 | |
|
| lv | decision | 1103 | 112930883 | 54224 | 2082 | |
|
| lv | directive | 186 | 27612314 | 4392 | 6286 | |
|
| lv | intagr | 452 | 54724543 | 11630 | 4705 | |
|
| lv | proposal | 846 | 120571107 | 29298 | 4115 | |
|
| lv | recommendation | 64 | 10221637 | 3361 | 3041 | |
|
| lv | regulation | 2545 | 220912179 | 141772 | 1558 | |
|
| mt | all | 6540 | 1141585121 | 350292 | 3258 | |
|
| mt | caselaw | 1164 | 320156230 | 105479 | 3035 | |
|
| mt | decision | 1109 | 161249825 | 54280 | 2970 | |
|
| mt | directive | 203 | 45493266 | 4392 | 10358 | |
|
| mt | intagr | 470 | 79787487 | 11675 | 6834 | |
|
| mt | proposal | 878 | 192699148 | 29274 | 6582 | |
|
| mt | recommendation | 65 | 16698859 | 3363 | 4965 | |
|
| mt | regulation | 2650 | 325500306 | 141829 | 2295 | |
|
| nl | all | 9586 | 1317883702 | 349407 | 3771 | |
|
| nl | caselaw | 1847 | 338694761 | 105005 | 3225 | |
|
| nl | decision | 1456 | 178362332 | 54152 | 3293 | |
|
| nl | directive | 217 | 33850801 | 4388 | 7714 | |
|
| nl | intagr | 529 | 70124352 | 11584 | 6053 | |
|
| nl | proposal | 1540 | 239464702 | 29279 | 8178 | |
|
| nl | recommendation | 111 | 18213240 | 3355 | 5428 | |
|
| nl | regulation | 3886 | 439173514 | 141644 | 3100 | |
|
| pl | all | 6677 | 780658463 | 350349 | 2228 | |
|
| pl | caselaw | 1231 | 212977774 | 105479 | 2019 | |
|
| pl | decision | 1125 | 115926181 | 54287 | 2135 | |
|
| pl | directive | 197 | 29102885 | 4392 | 6626 | |
|
| pl | intagr | 466 | 55384447 | 11680 | 4741 | |
|
| pl | proposal | 886 | 125097572 | 29317 | 4267 | |
|
| pl | recommendation | 68 | 10633172 | 3363 | 3161 | |
|
| pl | regulation | 2703 | 231536432 | 141831 | 1632 | |
|
| pt | all | 8450 | 1075496120 | 348449 | 3086 | |
|
| pt | caselaw | 1763 | 303574704 | 104312 | 2910 | |
|
| pt | decision | 1327 | 148950694 | 54007 | 2757 | |
|
| pt | directive | 217 | 31807446 | 4385 | 7253 | |
|
| pt | intagr | 504 | 61127624 | 11581 | 5278 | |
|
| pt | proposal | 1361 | 200827190 | 29224 | 6871 | |
|
| pt | recommendation | 81 | 12520469 | 3319 | 3772 | |
|
| pt | regulation | 3197 | 316687993 | 141621 | 2236 | |
|
| ro | all | 6315 | 713047860 | 350300 | 2035 | |
|
| ro | caselaw | 1110 | 187613531 | 105516 | 1778 | |
|
| ro | decision | 1047 | 103349951 | 54281 | 1903 | |
|
| ro | directive | 206 | 27651600 | 4392 | 6295 | |
|
| ro | intagr | 481 | 54663108 | 11675 | 4682 | |
|
| ro | proposal | 805 | 106000393 | 29274 | 3620 | |
|
| ro | recommendation | 63 | 9634151 | 3363 | 2864 | |
|
| ro | regulation | 2603 | 224135126 | 141799 | 1580 | |
|
| sk | all | 6484 | 763317735 | 350570 | 2177 | |
|
| sk | caselaw | 1160 | 205490717 | 105608 | 1945 | |
|
| sk | decision | 1111 | 114735132 | 54349 | 2111 | |
|
| sk | directive | 188 | 27728158 | 4393 | 6311 | |
|
| sk | intagr | 458 | 54700961 | 11676 | 4684 | |
|
| sk | proposal | 859 | 123177145 | 29290 | 4205 | |
|
| sk | recommendation | 66 | 10522604 | 3364 | 3128 | |
|
| sk | regulation | 2642 | 226963018 | 141890 | 1599 | |
|
| sl | all | 6222 | 719535411 | 350574 | 2052 | |
|
| sl | caselaw | 1071 | 192339474 | 105608 | 1821 | |
|
| sl | decision | 1075 | 108465814 | 54349 | 1995 | |
|
| sl | directive | 176 | 25833250 | 4393 | 5880 | |
|
| sl | intagr | 441 | 51487014 | 11676 | 4409 | |
|
| sl | proposal | 812 | 114959046 | 29290 | 3924 | |
|
| sl | recommendation | 62 | 9802044 | 3364 | 2913 | |
|
| sl | regulation | 2585 | 216648769 | 141894 | 1526 | |
|
| sv | all | 7419 | 910071575 | 351051 | 2592 | |
|
| sv | caselaw | 1585 | 276785972 | 105980 | 2611 | |
|
| sv | decision | 1213 | 129521101 | 54357 | 2382 | |
|
| sv | directive | 195 | 28234600 | 4393 | 6427 | |
|
| sv | intagr | 463 | 54192873 | 11676 | 4641 | |
|
| sv | proposal | 1059 | 155339680 | 29292 | 5303 | |
|
| sv | recommendation | 79 | 12681607 | 3366 | 3767 | |
|
| sv | regulation | 2825 | 253315742 | 141987 | 1784 | |
|
|
|
### Data Fields |
|
|
|
[More Information Needed] |
|
|
|
### Data Splits |
|
|
|
[More Information Needed] |
|
|
|
## Dataset Creation |
|
|
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed] |
|
|
|
### Source Data |
|
|
|
#### Initial Data Collection and Normalization |
|
|
|
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. |
|
|
|
|
|
#### 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 |
|
|
|
[More Information Needed] |
|
|
|
### Contributions |
|
|
|
Thanks to [@JoelNiklaus](https://github.com/joelniklaus) for adding this dataset. |
|
|
