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Datasets:
joelniklaus
/
eurlex_resources

Tasks:
Fill-Mask
Languages: Bulgarian Czech Danish
Multilinguality: multilingual
Size Categories: 1M<n<10M
Language Creators: found
Annotations Creators: other
Source Datasets: original
License:
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Dataset Card for EurlexResources: A Corpus Covering the Largest EURLEX Resources

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:

from datasets import load_dataset
config = "de_caselaw" # {lang}_{resource}
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

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

The file format is jsonl.xz and there is one split available ("train"). The following resource types are supported: caselaw, decision, directive, intagr, proposal, recommendation, regulation

More information about the resource types can be found here:

Source Size (MB) Words Documents Words/Document
all_all 180668 12106556233 8306749 1457
all_caselaw 34939 3413551598 2487794 1372
all_decision 28519 1698585620 1267402 1340
all_directive 4786 368577940 104187 3537
all_intagr 11421 743271516 274485 2707
all_proposal 26526 2087989530 702392 2972
all_recommendation 1886 164979037 80277 2055
all_regulation 72590 3629600992 3390212 1070
bg_all 7819 398067053 348691 1141
bg_caselaw 1588 109749174 104434 1050
bg_decision 1248 58817972 54075 1087
bg_directive 263 15731608 4388 3585
bg_intagr 603 31292848 11581 2702
bg_proposal 1083 60674956 29251 2074
bg_recommendation 89 5588991 3321 1682
bg_regulation 2943 116211504 141641 820
cs_all 8360 471961631 449793 1049
cs_caselaw 1163 110005022 104519 1052
cs_decision 1102 58921128 54075 1089
cs_directive 186 13951134 4388 3179
cs_intagr 449 28106332 11581 2426
cs_proposal 840 61838692 29252 2113
cs_recommendation 64 5416549 3323 1630
cs_regulation 4557 193722774 242655 798
da_all 8932 671484862 332500 2019
da_caselaw 1746 185589641 88234 2103
da_decision 1356 89498535 54085 1654
da_directive 207 17525792 4388 3994
da_intagr 506 35596169 11582 3073
da_proposal 1399 119759476 29257 4093
da_recommendation 100 9463897 3352 2823
da_regulation 3618 214051352 141602 1511
de_all 9607 695512401 348290 1996
de_caselaw 1930 193232441 104228 1853
de_decision 1449 93688222 53980 1735
de_directive 218 17337760 4385 3953
de_intagr 531 36791153 11580 3177
de_proposal 1556 126987454 29219 4346
de_recommendation 109 9608034 3318 2895
de_regulation 3813 217867337 141580 1538
el_all 12469 696216541 349667 1991
el_caselaw 2951 202027703 105138 1921
el_decision 1823 94919886 54150 1752
el_directive 321 19411959 4390 4421
el_intagr 701 38965777 11584 3363
el_proposal 2085 128005737 29290 4370
el_recommendation 145 9344866 3357 2783
el_regulation 4443 203540613 141758 1435
en_all 9217 769465561 348641 2207
en_caselaw 1846 222891827 104422 2134
en_decision 1504 114626013 54054 2120
en_directive 204 18860876 4388 4298
en_intagr 499 39029843 11581 3370
en_proposal 1538 140781768 29242 4814
en_recommendation 97 10091809 3320 3039
en_regulation 3530 223183425 141634 1575
es_all 8588 725125274 348443 2081
es_caselaw 1870 220621730 104312 2115
es_decision 1334 98163499 54001 1817
es_directive 221 21484479 4385 4899
es_intagr 516 41841805 11581 3612
es_proposal 1366 133674486 29224 4574
es_recommendation 82 8864018 3319 2670
es_regulation 3199 200475257 141621 1415
et_all 6090 328068754 349615 938
et_caselaw 1074 93096396 105111 885
et_decision 1069 50752324 54159 937
et_directive 177 11555930 4390 2632
et_intagr 436 24018147 11584 2073
et_proposal 810 51600852 29283 1762
et_recommendation 61 4451369 3355 1326
et_regulation 2464 92593736 141733 653
fi_all 7346 404265224 349633 1156
fi_caselaw 1596 126525296 105119 1203
fi_decision 1227 59659475 54163 1101
fi_directive 204 12766491 4389 2908
fi_intagr 463 25392311 11584 2192
fi_proposal 1075 69198401 29288 2362
fi_recommendation 73 5070392 3356 1510
fi_regulation 2707 105652858 141734 745
fr_all 9937 828959218 348295 2380
fr_caselaw 2158 246262666 104228 2362
fr_decision 1473 108648744 53981 2012
fr_directive 222 20308801 4385 4631
fr_intagr 536 41986012 11580 3625
fr_proposal 1592 149134298 29218 5104
fr_recommendation 112 11510415 3318 3469
fr_regulation 3845 251108282 141585 1773
ga_all 1028 65030095 349778 185
ga_caselaw 11 696305 105205 6
ga_decision 87 4415457 54189 81
ga_directive 18 1512027 4390 344
ga_intagr 19 1820723 11586 157
ga_proposal 289 26106889 29298 891
ga_recommendation 10 902390 3361 268
ga_regulation 594 29576304 141749 208
hr_all 4594 258816068 348691 742
hr_caselaw 617 62432734 104434 597
hr_decision 596 31911903 54075 590
hr_directive 156 10855913 4388 2474
hr_intagr 450 24962086 11581 2155
hr_proposal 552 33437815 29251 1143
hr_recommendation 40 3612247 3321 1087
hr_regulation 2183 91603370 141641 646
hu_all 6653 375253894 349605 1073
hu_caselaw 1278 110179375 105144 1047
hu_decision 1147 57108172 54156 1054
hu_directive 200 13568304 4389 3091
hu_intagr 470 27258501 11586 2352
hu_proposal 912 60882750 29291 2078
hu_recommendation 70 5312868 3357 1582
hu_regulation 2576 100943924 141682 712
it_all 9586 768605772 333631 2303
it_caselaw 1889 206117726 89560 2301
it_decision 1445 102848859 53983 1905
it_directive 217 19687773 4385 4489
it_intagr 528 40134330 11580 3465
it_proposal 1533 140713925 29218 4816
it_recommendation 109 10923431 3318 3292
it_regulation 3865 248179728 141587 1752
lt_all 6400 364361783 200565 1816
lt_caselaw 1137 101808706 105477 965
lt_decision 1096 55850308 21990 2539
lt_directive 185 13078983 3239 4037
lt_intagr 452 27009631 7481 3610
lt_proposal 850 58553579 29272 2000
lt_recommendation 64 5121089 3363 1522
lt_regulation 2617 102939487 29743 3460
lv_all 6349 363239195 349919 1038
lv_caselaw 1153 103456811 105242 983
lv_decision 1103 55512944 54224 1023
lv_directive 186 13023024 4392 2965
lv_intagr 452 26693107 11630 2295
lv_proposal 96 58176216 29298 1985
lv_recommendation 64 5074494 3361 1509
lv_regulation 2545 101302599 141772 714
mt_all 6540 367834815 350292 1050
mt_caselaw 1164 100423543 105479 952
mt_decision 1109 55239141 54280 1017
mt_directive 203 14355266 4392 3268
mt_intagr 470 27701991 11675 2372
mt_proposal 878 59749277 29274 2041
mt_recommendation 65 5039600 3363 1498
mt_regulation 2650 105325997 141829 742
nl_all 9586 770312808 349407 2204
nl_caselaw 1847 206271837 105005 1964
nl_decision 1456 104060901 54152 1921
nl_directive 217 19529361 4388 4450
nl_intagr 529 40247634 11584 3474
nl_proposal 1540 141258274 29279 4824
nl_recommendation 111 11002405 3355 3279
nl_regulation 3886 247942396 141644 1750
pl_all 6677 406648795 350349 1160
pl_caselaw 1231 115824759 105479 1098
pl_decision 1125 60407576 54287 1112
pl_directive 197 14672157 4392 3340
pl_intagr 466 28543668 11680 2443
pl_proposal 886 64728230 29317 2207
pl_recommendation 68 5769893 3363 1715
pl_regulation 2703 116702512 141831 822
pt_all 8450 675152149 348449 1937
pt_caselaw 1763 198084937 104312 1898
pt_decision 1327 93278293 54007 1727
pt_directive 217 19831549 4385 4522
pt_intagr 504 37999753 11581 3281
pt_proposal 1361 127461782 29224 4361
pt_recommendation 81 8396661 3319 2529
pt_regulation 3197 190099174 141621 1342
ro_all 6315 415038571 350300 1184
ro_caselaw 1110 114780999 105516 1087
ro_decision 1047 59479553 54281 1095
ro_directive 206 16101628 4392 3666
ro_intagr 481 31497000 11675 2697
ro_proposal 805 62130419 29274 2122
ro_recommendation 63 5977913 3363 1777
ro_regulation 2603 125071059 141799 882
sk_all 6484 392235510 350570 1118
sk_caselaw 1160 110125141 105608 1042
sk_decision 1111 59576875 54349 1096
sk_directive 188 14132755 4393 3217
sk_intagr 458 28298155 11676 2423
sk_proposal 859 63726047 29290 2175
sk_recommendation 66 5654790 3364 1680
sk_regulation 2642 110721747 141890 780
sl_all 6222 394814289 350574 1126
sl_caselaw 1071 111238184 105608 1053
sl_decision 1075 59454906 54349 1093
sl_directive 176 13908097 4393 3165
sl_intagr 441 28239078 11676 2418
sl_proposal 812 63391970 29290 2164
sl_recommendation 62 5628775 3364 1673
sl_regulation 2585 112953279 141894 796
sv_all 7419 500085970 351051 1424
sv_caselaw 1585 162108645 105980 1529
sv_decision 1213 71744934 54357 1319
sv_directive 195 15386273 4393 3502
sv_intagr 463 29845462 11676 2556
sv_proposal 1059 86016237 29292 2936
sv_recommendation 79 7152141 3366 2124
sv_regulation 2825 127832278 141987 900

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 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

CC BY 4.0 see also the legal notice

Citation Information

[More Information Needed]

Contributions

Thanks to @JoelNiklaus for adding this dataset.

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