language-ner / README.md
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metadata
dataset_info:
  features:
    - name: original_text
      dtype: string
    - name: input_ids
      list: int32
    - name: attention_mask
      list: int8
    - name: labels
      list: int64
  splits:
    - name: train
      num_bytes: 10393505362
      num_examples: 3980000
    - name: eval
      num_bytes: 48263473
      num_examples: 20000
  download_size: 11245543322
  dataset_size: 10441768835
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: eval
        path: data/eval-*
language:
  - multilingual
  - af
  - am
  - ar
  - as
  - ba
  - be
  - bg
  - bn
  - bo
  - br
  - bs
  - ca
  - ce
  - ckb
  - cs
  - cy
  - da
  - de
  - dv
  - el
  - en
  - eo
  - es
  - et
  - eu
  - fa
  - fi
  - fr
  - ga
  - gd
  - gl
  - gu
  - he
  - hi
  - hr
  - hu
  - hy
  - id
  - is
  - it
  - ja
  - jv
  - ka
  - kk
  - km
  - kn
  - ko
  - ku
  - ky
  - la
  - lb
  - lo
  - lt
  - lv
  - mg
  - mk
  - ml
  - mn
  - mr
  - ms
  - mt
  - my
  - ne
  - nl
  - 'no'
  - ny
  - oc
  - om
  - or
  - pa
  - pl
  - ps
  - pt
  - rm
  - ro
  - ru
  - sd
  - si
  - sk
  - sl
  - so
  - sq
  - sr
  - su
  - sv
  - sw
  - ta
  - te
  - tg
  - th
  - ti
  - tl
  - tr
  - tt
  - ug
  - uk
  - ur
  - uz
  - vi
  - yo
  - zh
  - zu
license: cc
task_categories:
  - token-classification
tags:
  - language
size_categories:
  - 1M<n<10M
lang train train % eval eval % all_splits all_splits %
en 90927 1.92% 1816 3.06% 92743 1.94%
zh 76884 1.63% 1318 2.22% 78202 1.64%
ja 74859 1.58% 1228 2.07% 76087 1.59%
ru 74331 1.57% 1227 2.07% 75558 1.58%
fr 72632 1.54% 1222 2.06% 73854 1.54%
es 72066 1.53% 1123 1.89% 73189 1.53%
ko 71615 1.52% 1039 1.75% 72654 1.52%
hi 68079 1.44% 946 1.59% 69025 1.44%
de 67930 1.44% 1022 1.72% 68952 1.44%
pt 65110 1.38% 958 1.61% 66068 1.38%
it 64786 1.37% 942 1.59% 65728 1.37%
be 60236 1.28% 858 1.45% 61094 1.28%
uk 59380 1.26% 806 1.36% 60186 1.26%
is 58544 1.24% 829 1.40% 59373 1.24%
pl 58310 1.23% 810 1.36% 59120 1.24%
ar 57435 1.22% 880 1.48% 58315 1.22%
fi 57360 1.21% 859 1.45% 58219 1.22%
sk 57194 1.21% 711 1.20% 57905 1.21%
hr 57055 1.21% 714 1.20% 57769 1.21%
kn 56801 1.20% 730 1.23% 57531 1.20%
gl 56856 1.20% 652 1.10% 57508 1.20%
mk 56612 1.20% 642 1.08% 57254 1.20%
da 56376 1.19% 853 1.44% 57229 1.20%
cs 56483 1.20% 681 1.15% 57164 1.20%
bg 56355 1.19% 616 1.04% 56971 1.19%
sl 56257 1.19% 698 1.18% 56955 1.19%
kk 56085 1.19% 607 1.02% 56692 1.19%
he 56037 1.19% 643 1.08% 56680 1.19%
el 56021 1.19% 586 0.99% 56607 1.18%
ur 55983 1.19% 579 0.98% 56562 1.18%
hy 55961 1.18% 596 1.00% 56557 1.18%
fa 55925 1.18% 551 0.93% 56476 1.18%
ca 55617 1.18% 629 1.06% 56246 1.18%
ba 55532 1.18% 665 1.12% 56197 1.17%
pa 55460 1.17% 571 0.96% 56031 1.17%
ky 55338 1.17% 645 1.09% 55983 1.17%
nl 54996 1.16% 721 1.21% 55717 1.16%
oc 54946 1.16% 636 1.07% 55582 1.16%
cy 54651 1.16% 752 1.27% 55403 1.16%
ro 54726 1.16% 632 1.06% 55358 1.16%
ga 54646 1.16% 680 1.15% 55326 1.16%
bn 54687 1.16% 564 0.95% 55251 1.16%
as 54606 1.16% 581 0.98% 55187 1.15%
mr 54506 1.15% 561 0.95% 55067 1.15%
th 54018 1.14% 626 1.05% 54644 1.14%
la 53676 1.14% 743 1.25% 54419 1.14%
ka 53824 1.14% 535 0.90% 54359 1.14%
hu 53434 1.13% 676 1.14% 54110 1.13%
eo 53122 1.12% 581 0.98% 53703 1.12%
eu 52626 1.11% 604 1.02% 53230 1.11%
no 52535 1.11% 569 0.96% 53104 1.11%
bs 52468 1.11% 614 1.03% 53082 1.11%
af 51930 1.10% 772 1.30% 52702 1.10%
tr 49905 1.06% 650 1.09% 50555 1.06%
lb 49682 1.05% 517 0.87% 50199 1.05%
jv 49576 1.05% 512 0.86% 50088 1.05%
ckb 49551 1.05% 379 0.64% 49930 1.04%
lt 48407 1.02% 559 0.94% 48966 1.02%
tg 46414 0.98% 576 0.97% 46990 0.98%
mt 46217 0.98% 501 0.84% 46718 0.98%
id 45876 0.97% 562 0.95% 46438 0.97%
su 45409 0.96% 496 0.84% 45905 0.96%
ms 43010 0.91% 555 0.93% 43565 0.91%
mn 42308 0.90% 491 0.83% 42799 0.89%
lv 41497 0.88% 519 0.87% 42016 0.88%
ps 40894 0.87% 431 0.73% 41325 0.86%
ml 40608 0.86% 492 0.83% 41100 0.86%
br 39317 0.83% 492 0.83% 39809 0.83%
sw 39218 0.83% 427 0.72% 39645 0.83%
sq 38934 0.82% 500 0.84% 39434 0.82%
et 38792 0.82% 466 0.79% 39258 0.82%
te 37527 0.79% 477 0.80% 38004 0.79%
tl 37251 0.79% 399 0.67% 37650 0.79%
rm 36980 0.78% 398 0.67% 37378 0.78%
uz 36866 0.78% 398 0.67% 37264 0.78%
ne 36213 0.77% 391 0.66% 36604 0.77%
ta 33491 0.71% 414 0.70% 33905 0.71%
ku 32133 0.68% 184 0.31% 32317 0.68%
si 31734 0.67% 341 0.57% 32075 0.67%
tt 30992 0.66% 377 0.64% 31369 0.66%
sr 28936 0.61% 297 0.50% 29233 0.61%
gu 27737 0.59% 360 0.61% 28097 0.59%
sv 25629 0.54% 379 0.64% 26008 0.54%
yo 25330 0.54% 317 0.53% 25647 0.54%
so 25330 0.54% 276 0.46% 25606 0.54%
mg 24597 0.52% 268 0.45% 24865 0.52%
bo 23704 0.50% 261 0.44% 23965 0.50%
or 23508 0.50% 263 0.44% 23771 0.50%
gd 22695 0.48% 283 0.48% 22978 0.48%
dv 20776 0.44% 240 0.40% 21016 0.44%
my 19958 0.42% 206 0.35% 20164 0.42%
am 19896 0.42% 225 0.38% 20121 0.42%
zu 19711 0.42% 250 0.42% 19961 0.42%
sd 18873 0.40% 202 0.34% 19075 0.40%
km 18795 0.40% 206 0.35% 19001 0.40%
ug 18556 0.39% 231 0.39% 18787 0.39%
lo 17399 0.37% 184 0.31% 17583 0.37%
ny 16658 0.35% 194 0.33% 16852 0.35%
vi 16475 0.35% 210 0.35% 16685 0.35%
hbo 15745 0.33% 276 0.46% 16021 0.33%
ce 15666 0.33% 196 0.33% 15862 0.33%
ti 15431 0.33% 190 0.32% 15621 0.33%
grc 14140 0.30% 173 0.29% 14313 0.30%
om 5382 0.11% 73 0.12% 5455 0.11%
total 4723558 100.00% 59363 100.00% 4782921 100.00%
{'O': 0, 'B-EN': 1, 'I-EN': 2, 'B-ES': 3, 'I-ES': 4, 'B-FR': 5, 'I-FR': 6, 'B-DE': 7, 'I-DE': 8, 'B-IT': 9, 'I-IT': 10, 'B-PT': 11, 'I-PT': 12, 'B-NL': 13, 'I-NL': 14, 'B-VI': 15, 'I-VI': 16, 'B-TR': 17, 'I-TR': 18, 'B-LA': 19, 'I-LA': 20, 'B-ID': 21, 'I-ID': 22, 'B-MS': 23, 'I-MS': 24, 'B-AF': 25, 'I-AF': 26, 'B-SQ': 27, 'I-SQ': 28, 'B-IS': 29, 'I-IS': 30, 'B-NO': 31, 'I-NO': 32, 'B-SV': 33, 'I-SV': 34, 'B-DA': 35, 'I-DA': 36, 'B-FI': 37, 'I-FI': 38, 'B-HU': 39, 'I-HU': 40, 'B-PL': 41, 'I-PL': 42, 'B-CS': 43, 'I-CS': 44, 'B-RO': 45, 'I-RO': 46, 'B-RU': 47, 'I-RU': 48, 'B-BG': 49, 'I-BG': 50, 'B-UK': 51, 'I-UK': 52, 'B-SR': 53, 'I-SR': 54, 'B-BE': 55, 'I-BE': 56, 'B-KK': 57, 'I-KK': 58, 'B-MK': 59, 'I-MK': 60, 'B-MN': 61, 'I-MN': 62, 'B-ZH': 63, 'I-ZH': 64, 'B-JA': 65, 'I-JA': 66, 'B-KO': 67, 'I-KO': 68, 'B-HI': 69, 'I-HI': 70, 'B-UR': 71, 'I-UR': 72, 'B-BN': 73, 'I-BN': 74, 'B-TA': 75, 'I-TA': 76, 'B-TE': 77, 'I-TE': 78, 'B-MR': 79, 'I-MR': 80, 'B-GU': 81, 'I-GU': 82, 'B-KN': 83, 'I-KN': 84, 'B-ML': 85, 'I-ML': 86, 'B-PA': 87, 'I-PA': 88, 'B-AS': 89, 'I-AS': 90, 'B-OR': 91, 'I-OR': 92, 'B-AR': 93, 'I-AR': 94, 'B-FA': 95, 'I-FA': 96, 'B-PS': 97, 'I-PS': 98, 'B-SD': 99, 'I-SD': 100, 'B-UG': 101, 'I-UG': 102, 'B-EL': 103, 'I-EL': 104, 'B-HE': 105, 'I-HE': 106, 'B-HY': 107, 'I-HY': 108, 'B-KA': 109, 'I-KA': 110, 'B-AM': 111, 'I-AM': 112, 'B-KM': 113, 'I-KM': 114, 'B-LO': 115, 'I-LO': 116, 'B-MY': 117, 'I-MY': 118, 'B-TH': 119, 'I-TH': 120, 'B-SI': 121, 'I-SI': 122, 'B-BO': 123, 'I-BO': 124, 'B-DV': 125, 'I-DV': 126, 'B-TI': 127, 'I-TI': 128, 'B-SW': 129, 'I-SW': 130, 'B-EU': 131, 'I-EU': 132, 'B-TL': 133, 'I-TL': 134, 'B-CA': 135, 'I-CA': 136, 'B-GL': 137, 'I-GL': 138, 'B-OC': 139, 'I-OC': 140, 'B-BR': 141, 'I-BR': 142, 'B-GA': 143, 'I-GA': 144, 'B-GD': 145, 'I-GD': 146, 'B-CY': 147, 'I-CY': 148, 'B-BS': 149, 'I-BS': 150, 'B-HR': 151, 'I-HR': 152, 'B-SL': 153, 'I-SL': 154, 'B-SK': 155, 'I-SK': 156, 'B-ET': 157, 'I-ET': 158, 'B-LV': 159, 'I-LV': 160, 'B-LT': 161, 'I-LT': 162, 'B-EO': 163, 'I-EO': 164, 'B-JV': 165, 'I-JV': 166, 'B-MG': 167, 'I-MG': 168, 'B-OM': 169, 'I-OM': 170, 'B-SO': 171, 'I-SO': 172, 'B-SU': 173, 'I-SU': 174, 'B-UZ': 175, 'I-UZ': 176, 'B-KU': 177, 'I-KU': 178, 'B-CKB': 179, 'I-CKB': 180, 'B-HBO': 181, 'I-HBO': 182, 'B-GRC': 183, 'I-GRC': 184, 'B-NE': 185, 'I-NE': 186, 'B-MT': 187, 'I-MT': 188, 'B-LB': 189, 'I-LB': 190, 'B-RM': 191, 'I-RM': 192, 'B-TT': 193, 'I-TT': 194, 'B-KY': 195, 'I-KY': 196, 'B-TG': 197, 'I-TG': 198, 'B-BA': 199, 'I-BA': 200, 'B-YO': 201, 'I-YO': 202, 'B-ZU': 203, 'I-ZU': 204, 'B-NY': 205, 'I-NY': 206, 'B-CE': 207, 'I-CE': 208}