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joelniklaus
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eurlex_resources

Tasks:
Fill-Mask
Languages:
Bulgarian
Czech
Danish
Size:
1M<n<10M
License:
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metadata
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: 'EurlexResources: A Corpus Covering the Largest EURLEX Resources'
size_categories:
  - 10M<n<100M
source_datasets:
  - original
task_categories:
  - fill-mask

Dataset Card for EurlexResources: A Corpus Covering the Largest EURLEX Resources

Table of Contents

Dataset Description

Dataset Summary

This dataset contains large text resources (~179GB in total) from EURLEX that can be used for pretraining language models.

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:

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 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 for adding this dataset.