Datasets:
Tasks:
Token Classification
Sub-tasks:
named-entity-recognition
Multilinguality:
multilingual
Size Categories:
n<1K
Language Creators:
crowdsourced
Annotations Creators:
machine-generated
Source Datasets:
original
ArXiv:
Tags:
License:
| annotations_creators: | |
| - machine-generated | |
| language_creators: | |
| - crowdsourced | |
| language: | |
| - ace | |
| - af | |
| - als | |
| - am | |
| - an | |
| - ang | |
| - ar | |
| - arc | |
| - arz | |
| - as | |
| - ast | |
| - ay | |
| - az | |
| - ba | |
| - bar | |
| - be | |
| - bg | |
| - bh | |
| - bn | |
| - bo | |
| - br | |
| - bs | |
| - ca | |
| - cbk | |
| - cdo | |
| - ce | |
| - ceb | |
| - ckb | |
| - co | |
| - crh | |
| - cs | |
| - csb | |
| - cv | |
| - cy | |
| - da | |
| - de | |
| - diq | |
| - dv | |
| - el | |
| - eml | |
| - en | |
| - eo | |
| - es | |
| - et | |
| - eu | |
| - ext | |
| - fa | |
| - fi | |
| - fo | |
| - fr | |
| - frr | |
| - fur | |
| - fy | |
| - ga | |
| - gan | |
| - gd | |
| - gl | |
| - gn | |
| - gu | |
| - hak | |
| - he | |
| - hi | |
| - hr | |
| - hsb | |
| - hu | |
| - hy | |
| - ia | |
| - id | |
| - ig | |
| - ilo | |
| - io | |
| - is | |
| - it | |
| - ja | |
| - jbo | |
| - jv | |
| - ka | |
| - kk | |
| - km | |
| - kn | |
| - ko | |
| - ksh | |
| - ku | |
| - ky | |
| - la | |
| - lb | |
| - li | |
| - lij | |
| - lmo | |
| - ln | |
| - lt | |
| - lv | |
| - lzh | |
| - mg | |
| - mhr | |
| - mi | |
| - min | |
| - mk | |
| - ml | |
| - mn | |
| - mr | |
| - ms | |
| - mt | |
| - mwl | |
| - my | |
| - mzn | |
| - nan | |
| - nap | |
| - nds | |
| - ne | |
| - nl | |
| - nn | |
| - 'no' | |
| - nov | |
| - oc | |
| - or | |
| - os | |
| - pa | |
| - pdc | |
| - pl | |
| - pms | |
| - pnb | |
| - ps | |
| - pt | |
| - qu | |
| - rm | |
| - ro | |
| - ru | |
| - rw | |
| - sa | |
| - sah | |
| - scn | |
| - sco | |
| - sd | |
| - sgs | |
| - sh | |
| - si | |
| - sk | |
| - sl | |
| - so | |
| - sq | |
| - sr | |
| - su | |
| - sv | |
| - sw | |
| - szl | |
| - ta | |
| - te | |
| - tg | |
| - th | |
| - tk | |
| - tl | |
| - tr | |
| - tt | |
| - ug | |
| - uk | |
| - ur | |
| - uz | |
| - vec | |
| - vep | |
| - vi | |
| - vls | |
| - vo | |
| - vro | |
| - wa | |
| - war | |
| - wuu | |
| - xmf | |
| - yi | |
| - yo | |
| - yue | |
| - zea | |
| - zh | |
| license: | |
| - unknown | |
| multilinguality: | |
| - multilingual | |
| size_categories: | |
| - n<1K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - token-classification | |
| task_ids: | |
| - named-entity-recognition | |
| paperswithcode_id: wikiann-1 | |
| pretty_name: WikiANN | |
| config_names: | |
| - 'no' | |
| - ace | |
| - af | |
| - als | |
| - am | |
| - an | |
| - ang | |
| - ar | |
| - arc | |
| - arz | |
| - as | |
| - ast | |
| - ay | |
| - az | |
| - ba | |
| - bar | |
| - be | |
| - bg | |
| - bh | |
| - bn | |
| - bo | |
| - br | |
| - bs | |
| - ca | |
| - cdo | |
| - ce | |
| - ceb | |
| - ckb | |
| - co | |
| - crh | |
| - cs | |
| - csb | |
| - cv | |
| - cy | |
| - da | |
| - de | |
| - diq | |
| - dv | |
| - el | |
| - en | |
| - eo | |
| - es | |
| - et | |
| - eu | |
| - ext | |
| - fa | |
| - fi | |
| - fo | |
| - fr | |
| - frr | |
| - fur | |
| - fy | |
| - ga | |
| - gan | |
| - gd | |
| - gl | |
| - gn | |
| - gu | |
| - hak | |
| - he | |
| - hi | |
| - hr | |
| - hsb | |
| - hu | |
| - hy | |
| - ia | |
| - id | |
| - ig | |
| - ilo | |
| - io | |
| - is | |
| - it | |
| - ja | |
| - jbo | |
| - jv | |
| - ka | |
| - kk | |
| - km | |
| - kn | |
| - ko | |
| - ksh | |
| - ku | |
| - ky | |
| - la | |
| - lb | |
| - li | |
| - lij | |
| - lmo | |
| - ln | |
| - lt | |
| - lv | |
| - mg | |
| - mhr | |
| - mi | |
| - min | |
| - mk | |
| - ml | |
| - mn | |
| - mr | |
| - ms | |
| - mt | |
| - mwl | |
| - my | |
| - mzn | |
| - nap | |
| - nds | |
| - ne | |
| - nl | |
| - nn | |
| - nov | |
| - oc | |
| - or | |
| - os | |
| - other-bat-smg | |
| - other-be-x-old | |
| - other-cbk-zam | |
| - other-eml | |
| - other-fiu-vro | |
| - other-map-bms | |
| - other-simple | |
| - other-zh-classical | |
| - other-zh-min-nan | |
| - other-zh-yue | |
| - pa | |
| - pdc | |
| - pl | |
| - pms | |
| - pnb | |
| - ps | |
| - pt | |
| - qu | |
| - rm | |
| - ro | |
| - ru | |
| - rw | |
| - sa | |
| - sah | |
| - scn | |
| - sco | |
| - sd | |
| - sh | |
| - si | |
| - sk | |
| - sl | |
| - so | |
| - sq | |
| - sr | |
| - su | |
| - sv | |
| - sw | |
| - szl | |
| - ta | |
| - te | |
| - tg | |
| - th | |
| - tk | |
| - tl | |
| - tr | |
| - tt | |
| - ug | |
| - uk | |
| - ur | |
| - uz | |
| - vec | |
| - vep | |
| - vi | |
| - vls | |
| - vo | |
| - wa | |
| - war | |
| - wuu | |
| - xmf | |
| - yi | |
| - yo | |
| - zea | |
| - zh | |
| language_bcp47: | |
| - be-tarask | |
| - en-basiceng | |
| - jv-x-bms | |
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| features: | |
| - name: tokens | |
| sequence: string | |
| - name: ner_tags | |
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| class_label: | |
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| '5': B-LOC | |
| '6': I-LOC | |
| - name: langs | |
| sequence: string | |
| - name: spans | |
| sequence: string | |
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| num_examples: 100 | |
| - name: test | |
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| num_examples: 100 | |
| - name: train | |
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| num_examples: 100 | |
| download_size: 27835 | |
| dataset_size: 71352 | |
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| '6': I-LOC | |
| - name: langs | |
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| - name: spans | |
| sequence: string | |
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| num_examples: 1000 | |
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| num_examples: 1000 | |
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| - split: test | |
| path: ay/test-* | |
| - split: train | |
| path: ay/train-* | |
| - config_name: az | |
| data_files: | |
| - split: validation | |
| path: az/validation-* | |
| - split: test | |
| path: az/test-* | |
| - split: train | |
| path: az/train-* | |
| - config_name: ba | |
| data_files: | |
| - split: validation | |
| path: ba/validation-* | |
| - split: test | |
| path: ba/test-* | |
| - split: train | |
| path: ba/train-* | |
| - config_name: bar | |
| data_files: | |
| - split: validation | |
| path: bar/validation-* | |
| - split: test | |
| path: bar/test-* | |
| - split: train | |
| path: bar/train-* | |
| - config_name: bat-smg | |
| data_files: | |
| - split: validation | |
| path: bat-smg/validation-* | |
| - split: test | |
| path: bat-smg/test-* | |
| - split: train | |
| path: bat-smg/train-* | |
| - config_name: be | |
| data_files: | |
| - split: validation | |
| path: be/validation-* | |
| - split: test | |
| path: be/test-* | |
| - split: train | |
| path: be/train-* | |
| - config_name: be-x-old | |
| data_files: | |
| - split: validation | |
| path: be-x-old/validation-* | |
| - split: test | |
| path: be-x-old/test-* | |
| - split: train | |
| path: be-x-old/train-* | |
| - config_name: bg | |
| data_files: | |
| - split: validation | |
| path: bg/validation-* | |
| - split: test | |
| path: bg/test-* | |
| - split: train | |
| path: bg/train-* | |
| - config_name: bh | |
| data_files: | |
| - split: validation | |
| path: bh/validation-* | |
| - split: test | |
| path: bh/test-* | |
| - split: train | |
| path: bh/train-* | |
| - config_name: bn | |
| data_files: | |
| - split: validation | |
| path: bn/validation-* | |
| - split: test | |
| path: bn/test-* | |
| - split: train | |
| path: bn/train-* | |
| - config_name: bo | |
| data_files: | |
| - split: validation | |
| path: bo/validation-* | |
| - split: test | |
| path: bo/test-* | |
| - split: train | |
| path: bo/train-* | |
| - config_name: br | |
| data_files: | |
| - split: validation | |
| path: br/validation-* | |
| - split: test | |
| path: br/test-* | |
| - split: train | |
| path: br/train-* | |
| - config_name: bs | |
| data_files: | |
| - split: validation | |
| path: bs/validation-* | |
| - split: test | |
| path: bs/test-* | |
| - split: train | |
| path: bs/train-* | |
| - config_name: ca | |
| data_files: | |
| - split: validation | |
| path: ca/validation-* | |
| - split: test | |
| path: ca/test-* | |
| - split: train | |
| path: ca/train-* | |
| - config_name: cbk-zam | |
| data_files: | |
| - split: validation | |
| path: cbk-zam/validation-* | |
| - split: test | |
| path: cbk-zam/test-* | |
| - split: train | |
| path: cbk-zam/train-* | |
| - config_name: cdo | |
| data_files: | |
| - split: validation | |
| path: cdo/validation-* | |
| - split: test | |
| path: cdo/test-* | |
| - split: train | |
| path: cdo/train-* | |
| - config_name: ce | |
| data_files: | |
| - split: validation | |
| path: ce/validation-* | |
| - split: test | |
| path: ce/test-* | |
| - split: train | |
| path: ce/train-* | |
| - config_name: ceb | |
| data_files: | |
| - split: validation | |
| path: ceb/validation-* | |
| - split: test | |
| path: ceb/test-* | |
| - split: train | |
| path: ceb/train-* | |
| - config_name: ckb | |
| data_files: | |
| - split: validation | |
| path: ckb/validation-* | |
| - split: test | |
| path: ckb/test-* | |
| - split: train | |
| path: ckb/train-* | |
| - config_name: co | |
| data_files: | |
| - split: validation | |
| path: co/validation-* | |
| - split: test | |
| path: co/test-* | |
| - split: train | |
| path: co/train-* | |
| - config_name: crh | |
| data_files: | |
| - split: validation | |
| path: crh/validation-* | |
| - split: test | |
| path: crh/test-* | |
| - split: train | |
| path: crh/train-* | |
| - config_name: cs | |
| data_files: | |
| - split: validation | |
| path: cs/validation-* | |
| - split: test | |
| path: cs/test-* | |
| - split: train | |
| path: cs/train-* | |
| - config_name: csb | |
| data_files: | |
| - split: validation | |
| path: csb/validation-* | |
| - split: test | |
| path: csb/test-* | |
| - split: train | |
| path: csb/train-* | |
| - config_name: cv | |
| data_files: | |
| - split: validation | |
| path: cv/validation-* | |
| - split: test | |
| path: cv/test-* | |
| - split: train | |
| path: cv/train-* | |
| - config_name: cy | |
| data_files: | |
| - split: validation | |
| path: cy/validation-* | |
| - split: test | |
| path: cy/test-* | |
| - split: train | |
| path: cy/train-* | |
| - config_name: da | |
| data_files: | |
| - split: validation | |
| path: da/validation-* | |
| - split: test | |
| path: da/test-* | |
| - split: train | |
| path: da/train-* | |
| - config_name: de | |
| data_files: | |
| - split: validation | |
| path: de/validation-* | |
| - split: test | |
| path: de/test-* | |
| - split: train | |
| path: de/train-* | |
| - config_name: diq | |
| data_files: | |
| - split: validation | |
| path: diq/validation-* | |
| - split: test | |
| path: diq/test-* | |
| - split: train | |
| path: diq/train-* | |
| - config_name: dv | |
| data_files: | |
| - split: validation | |
| path: dv/validation-* | |
| - split: test | |
| path: dv/test-* | |
| - split: train | |
| path: dv/train-* | |
| - config_name: el | |
| data_files: | |
| - split: validation | |
| path: el/validation-* | |
| - split: test | |
| path: el/test-* | |
| - split: train | |
| path: el/train-* | |
| - config_name: eml | |
| data_files: | |
| - split: validation | |
| path: eml/validation-* | |
| - split: test | |
| path: eml/test-* | |
| - split: train | |
| path: eml/train-* | |
| - config_name: en | |
| data_files: | |
| - split: validation | |
| path: en/validation-* | |
| - split: test | |
| path: en/test-* | |
| - split: train | |
| path: en/train-* | |
| - config_name: eo | |
| data_files: | |
| - split: validation | |
| path: eo/validation-* | |
| - split: test | |
| path: eo/test-* | |
| - split: train | |
| path: eo/train-* | |
| - config_name: es | |
| data_files: | |
| - split: validation | |
| path: es/validation-* | |
| - split: test | |
| path: es/test-* | |
| - split: train | |
| path: es/train-* | |
| - config_name: et | |
| data_files: | |
| - split: validation | |
| path: et/validation-* | |
| - split: test | |
| path: et/test-* | |
| - split: train | |
| path: et/train-* | |
| - config_name: eu | |
| data_files: | |
| - split: validation | |
| path: eu/validation-* | |
| - split: test | |
| path: eu/test-* | |
| - split: train | |
| path: eu/train-* | |
| - config_name: ext | |
| data_files: | |
| - split: validation | |
| path: ext/validation-* | |
| - split: test | |
| path: ext/test-* | |
| - split: train | |
| path: ext/train-* | |
| - config_name: fa | |
| data_files: | |
| - split: validation | |
| path: fa/validation-* | |
| - split: test | |
| path: fa/test-* | |
| - split: train | |
| path: fa/train-* | |
| - config_name: fi | |
| data_files: | |
| - split: validation | |
| path: fi/validation-* | |
| - split: test | |
| path: fi/test-* | |
| - split: train | |
| path: fi/train-* | |
| - config_name: fiu-vro | |
| data_files: | |
| - split: validation | |
| path: fiu-vro/validation-* | |
| - split: test | |
| path: fiu-vro/test-* | |
| - split: train | |
| path: fiu-vro/train-* | |
| - config_name: fo | |
| data_files: | |
| - split: validation | |
| path: fo/validation-* | |
| - split: test | |
| path: fo/test-* | |
| - split: train | |
| path: fo/train-* | |
| - config_name: fr | |
| data_files: | |
| - split: validation | |
| path: fr/validation-* | |
| - split: test | |
| path: fr/test-* | |
| - split: train | |
| path: fr/train-* | |
| - config_name: frr | |
| data_files: | |
| - split: validation | |
| path: frr/validation-* | |
| - split: test | |
| path: frr/test-* | |
| - split: train | |
| path: frr/train-* | |
| - config_name: fur | |
| data_files: | |
| - split: validation | |
| path: fur/validation-* | |
| - split: test | |
| path: fur/test-* | |
| - split: train | |
| path: fur/train-* | |
| - config_name: fy | |
| data_files: | |
| - split: validation | |
| path: fy/validation-* | |
| - split: test | |
| path: fy/test-* | |
| - split: train | |
| path: fy/train-* | |
| - config_name: ga | |
| data_files: | |
| - split: validation | |
| path: ga/validation-* | |
| - split: test | |
| path: ga/test-* | |
| - split: train | |
| path: ga/train-* | |
| - config_name: gan | |
| data_files: | |
| - split: validation | |
| path: gan/validation-* | |
| - split: test | |
| path: gan/test-* | |
| - split: train | |
| path: gan/train-* | |
| - config_name: gd | |
| data_files: | |
| - split: validation | |
| path: gd/validation-* | |
| - split: test | |
| path: gd/test-* | |
| - split: train | |
| path: gd/train-* | |
| - config_name: gl | |
| data_files: | |
| - split: validation | |
| path: gl/validation-* | |
| - split: test | |
| path: gl/test-* | |
| - split: train | |
| path: gl/train-* | |
| - config_name: gn | |
| data_files: | |
| - split: validation | |
| path: gn/validation-* | |
| - split: test | |
| path: gn/test-* | |
| - split: train | |
| path: gn/train-* | |
| - config_name: gu | |
| data_files: | |
| - split: validation | |
| path: gu/validation-* | |
| - split: test | |
| path: gu/test-* | |
| - split: train | |
| path: gu/train-* | |
| - config_name: hak | |
| data_files: | |
| - split: validation | |
| path: hak/validation-* | |
| - split: test | |
| path: hak/test-* | |
| - split: train | |
| path: hak/train-* | |
| - config_name: he | |
| data_files: | |
| - split: validation | |
| path: he/validation-* | |
| - split: test | |
| path: he/test-* | |
| - split: train | |
| path: he/train-* | |
| - config_name: hi | |
| data_files: | |
| - split: validation | |
| path: hi/validation-* | |
| - split: test | |
| path: hi/test-* | |
| - split: train | |
| path: hi/train-* | |
| - config_name: hr | |
| data_files: | |
| - split: validation | |
| path: hr/validation-* | |
| - split: test | |
| path: hr/test-* | |
| - split: train | |
| path: hr/train-* | |
| - config_name: hsb | |
| data_files: | |
| - split: validation | |
| path: hsb/validation-* | |
| - split: test | |
| path: hsb/test-* | |
| - split: train | |
| path: hsb/train-* | |
| - config_name: hu | |
| data_files: | |
| - split: validation | |
| path: hu/validation-* | |
| - split: test | |
| path: hu/test-* | |
| - split: train | |
| path: hu/train-* | |
| - config_name: hy | |
| data_files: | |
| - split: validation | |
| path: hy/validation-* | |
| - split: test | |
| path: hy/test-* | |
| - split: train | |
| path: hy/train-* | |
| - config_name: ia | |
| data_files: | |
| - split: validation | |
| path: ia/validation-* | |
| - split: test | |
| path: ia/test-* | |
| - split: train | |
| path: ia/train-* | |
| - config_name: id | |
| data_files: | |
| - split: validation | |
| path: id/validation-* | |
| - split: test | |
| path: id/test-* | |
| - split: train | |
| path: id/train-* | |
| - config_name: ig | |
| data_files: | |
| - split: validation | |
| path: ig/validation-* | |
| - split: test | |
| path: ig/test-* | |
| - split: train | |
| path: ig/train-* | |
| - config_name: ilo | |
| data_files: | |
| - split: validation | |
| path: ilo/validation-* | |
| - split: test | |
| path: ilo/test-* | |
| - split: train | |
| path: ilo/train-* | |
| - config_name: io | |
| data_files: | |
| - split: validation | |
| path: io/validation-* | |
| - split: test | |
| path: io/test-* | |
| - split: train | |
| path: io/train-* | |
| - config_name: is | |
| data_files: | |
| - split: validation | |
| path: is/validation-* | |
| - split: test | |
| path: is/test-* | |
| - split: train | |
| path: is/train-* | |
| - config_name: it | |
| data_files: | |
| - split: validation | |
| path: it/validation-* | |
| - split: test | |
| path: it/test-* | |
| - split: train | |
| path: it/train-* | |
| - config_name: ja | |
| data_files: | |
| - split: validation | |
| path: ja/validation-* | |
| - split: test | |
| path: ja/test-* | |
| - split: train | |
| path: ja/train-* | |
| - config_name: jbo | |
| data_files: | |
| - split: validation | |
| path: jbo/validation-* | |
| - split: test | |
| path: jbo/test-* | |
| - split: train | |
| path: jbo/train-* | |
| - config_name: jv | |
| data_files: | |
| - split: validation | |
| path: jv/validation-* | |
| - split: test | |
| path: jv/test-* | |
| - split: train | |
| path: jv/train-* | |
| - config_name: ka | |
| data_files: | |
| - split: validation | |
| path: ka/validation-* | |
| - split: test | |
| path: ka/test-* | |
| - split: train | |
| path: ka/train-* | |
| - config_name: kk | |
| data_files: | |
| - split: validation | |
| path: kk/validation-* | |
| - split: test | |
| path: kk/test-* | |
| - split: train | |
| path: kk/train-* | |
| - config_name: km | |
| data_files: | |
| - split: validation | |
| path: km/validation-* | |
| - split: test | |
| path: km/test-* | |
| - split: train | |
| path: km/train-* | |
| - config_name: kn | |
| data_files: | |
| - split: validation | |
| path: kn/validation-* | |
| - split: test | |
| path: kn/test-* | |
| - split: train | |
| path: kn/train-* | |
| - config_name: ko | |
| data_files: | |
| - split: validation | |
| path: ko/validation-* | |
| - split: test | |
| path: ko/test-* | |
| - split: train | |
| path: ko/train-* | |
| - config_name: ksh | |
| data_files: | |
| - split: validation | |
| path: ksh/validation-* | |
| - split: test | |
| path: ksh/test-* | |
| - split: train | |
| path: ksh/train-* | |
| - config_name: ku | |
| data_files: | |
| - split: validation | |
| path: ku/validation-* | |
| - split: test | |
| path: ku/test-* | |
| - split: train | |
| path: ku/train-* | |
| - config_name: ky | |
| data_files: | |
| - split: validation | |
| path: ky/validation-* | |
| - split: test | |
| path: ky/test-* | |
| - split: train | |
| path: ky/train-* | |
| - config_name: la | |
| data_files: | |
| - split: validation | |
| path: la/validation-* | |
| - split: test | |
| path: la/test-* | |
| - split: train | |
| path: la/train-* | |
| - config_name: lb | |
| data_files: | |
| - split: validation | |
| path: lb/validation-* | |
| - split: test | |
| path: lb/test-* | |
| - split: train | |
| path: lb/train-* | |
| - config_name: li | |
| data_files: | |
| - split: validation | |
| path: li/validation-* | |
| - split: test | |
| path: li/test-* | |
| - split: train | |
| path: li/train-* | |
| - config_name: lij | |
| data_files: | |
| - split: validation | |
| path: lij/validation-* | |
| - split: test | |
| path: lij/test-* | |
| - split: train | |
| path: lij/train-* | |
| - config_name: lmo | |
| data_files: | |
| - split: validation | |
| path: lmo/validation-* | |
| - split: test | |
| path: lmo/test-* | |
| - split: train | |
| path: lmo/train-* | |
| - config_name: ln | |
| data_files: | |
| - split: validation | |
| path: ln/validation-* | |
| - split: test | |
| path: ln/test-* | |
| - split: train | |
| path: ln/train-* | |
| - config_name: lt | |
| data_files: | |
| - split: validation | |
| path: lt/validation-* | |
| - split: test | |
| path: lt/test-* | |
| - split: train | |
| path: lt/train-* | |
| - config_name: lv | |
| data_files: | |
| - split: validation | |
| path: lv/validation-* | |
| - split: test | |
| path: lv/test-* | |
| - split: train | |
| path: lv/train-* | |
| - config_name: map-bms | |
| data_files: | |
| - split: validation | |
| path: map-bms/validation-* | |
| - split: test | |
| path: map-bms/test-* | |
| - split: train | |
| path: map-bms/train-* | |
| - config_name: mg | |
| data_files: | |
| - split: validation | |
| path: mg/validation-* | |
| - split: test | |
| path: mg/test-* | |
| - split: train | |
| path: mg/train-* | |
| - config_name: mhr | |
| data_files: | |
| - split: validation | |
| path: mhr/validation-* | |
| - split: test | |
| path: mhr/test-* | |
| - split: train | |
| path: mhr/train-* | |
| - config_name: mi | |
| data_files: | |
| - split: validation | |
| path: mi/validation-* | |
| - split: test | |
| path: mi/test-* | |
| - split: train | |
| path: mi/train-* | |
| - config_name: min | |
| data_files: | |
| - split: validation | |
| path: min/validation-* | |
| - split: test | |
| path: min/test-* | |
| - split: train | |
| path: min/train-* | |
| - config_name: mk | |
| data_files: | |
| - split: validation | |
| path: mk/validation-* | |
| - split: test | |
| path: mk/test-* | |
| - split: train | |
| path: mk/train-* | |
| - config_name: ml | |
| data_files: | |
| - split: validation | |
| path: ml/validation-* | |
| - split: test | |
| path: ml/test-* | |
| - split: train | |
| path: ml/train-* | |
| - config_name: mn | |
| data_files: | |
| - split: validation | |
| path: mn/validation-* | |
| - split: test | |
| path: mn/test-* | |
| - split: train | |
| path: mn/train-* | |
| - config_name: mr | |
| data_files: | |
| - split: validation | |
| path: mr/validation-* | |
| - split: test | |
| path: mr/test-* | |
| - split: train | |
| path: mr/train-* | |
| - config_name: ms | |
| data_files: | |
| - split: validation | |
| path: ms/validation-* | |
| - split: test | |
| path: ms/test-* | |
| - split: train | |
| path: ms/train-* | |
| - config_name: mt | |
| data_files: | |
| - split: validation | |
| path: mt/validation-* | |
| - split: test | |
| path: mt/test-* | |
| - split: train | |
| path: mt/train-* | |
| - config_name: mwl | |
| data_files: | |
| - split: validation | |
| path: mwl/validation-* | |
| - split: test | |
| path: mwl/test-* | |
| - split: train | |
| path: mwl/train-* | |
| - config_name: my | |
| data_files: | |
| - split: validation | |
| path: my/validation-* | |
| - split: test | |
| path: my/test-* | |
| - split: train | |
| path: my/train-* | |
| - config_name: mzn | |
| data_files: | |
| - split: validation | |
| path: mzn/validation-* | |
| - split: test | |
| path: mzn/test-* | |
| - split: train | |
| path: mzn/train-* | |
| - config_name: nap | |
| data_files: | |
| - split: validation | |
| path: nap/validation-* | |
| - split: test | |
| path: nap/test-* | |
| - split: train | |
| path: nap/train-* | |
| - config_name: nds | |
| data_files: | |
| - split: validation | |
| path: nds/validation-* | |
| - split: test | |
| path: nds/test-* | |
| - split: train | |
| path: nds/train-* | |
| - config_name: ne | |
| data_files: | |
| - split: validation | |
| path: ne/validation-* | |
| - split: test | |
| path: ne/test-* | |
| - split: train | |
| path: ne/train-* | |
| - config_name: nl | |
| data_files: | |
| - split: validation | |
| path: nl/validation-* | |
| - split: test | |
| path: nl/test-* | |
| - split: train | |
| path: nl/train-* | |
| - config_name: nn | |
| data_files: | |
| - split: validation | |
| path: nn/validation-* | |
| - split: test | |
| path: nn/test-* | |
| - split: train | |
| path: nn/train-* | |
| - config_name: 'no' | |
| data_files: | |
| - split: validation | |
| path: no/validation-* | |
| - split: test | |
| path: no/test-* | |
| - split: train | |
| path: no/train-* | |
| - config_name: nov | |
| data_files: | |
| - split: validation | |
| path: nov/validation-* | |
| - split: test | |
| path: nov/test-* | |
| - split: train | |
| path: nov/train-* | |
| - config_name: oc | |
| data_files: | |
| - split: validation | |
| path: oc/validation-* | |
| - split: test | |
| path: oc/test-* | |
| - split: train | |
| path: oc/train-* | |
| - config_name: or | |
| data_files: | |
| - split: validation | |
| path: or/validation-* | |
| - split: test | |
| path: or/test-* | |
| - split: train | |
| path: or/train-* | |
| - config_name: os | |
| data_files: | |
| - split: validation | |
| path: os/validation-* | |
| - split: test | |
| path: os/test-* | |
| - split: train | |
| path: os/train-* | |
| - config_name: pa | |
| data_files: | |
| - split: validation | |
| path: pa/validation-* | |
| - split: test | |
| path: pa/test-* | |
| - split: train | |
| path: pa/train-* | |
| - config_name: pdc | |
| data_files: | |
| - split: validation | |
| path: pdc/validation-* | |
| - split: test | |
| path: pdc/test-* | |
| - split: train | |
| path: pdc/train-* | |
| - config_name: pl | |
| data_files: | |
| - split: validation | |
| path: pl/validation-* | |
| - split: test | |
| path: pl/test-* | |
| - split: train | |
| path: pl/train-* | |
| - config_name: pms | |
| data_files: | |
| - split: validation | |
| path: pms/validation-* | |
| - split: test | |
| path: pms/test-* | |
| - split: train | |
| path: pms/train-* | |
| - config_name: pnb | |
| data_files: | |
| - split: validation | |
| path: pnb/validation-* | |
| - split: test | |
| path: pnb/test-* | |
| - split: train | |
| path: pnb/train-* | |
| - config_name: ps | |
| data_files: | |
| - split: validation | |
| path: ps/validation-* | |
| - split: test | |
| path: ps/test-* | |
| - split: train | |
| path: ps/train-* | |
| - config_name: pt | |
| data_files: | |
| - split: validation | |
| path: pt/validation-* | |
| - split: test | |
| path: pt/test-* | |
| - split: train | |
| path: pt/train-* | |
| - config_name: qu | |
| data_files: | |
| - split: validation | |
| path: qu/validation-* | |
| - split: test | |
| path: qu/test-* | |
| - split: train | |
| path: qu/train-* | |
| - config_name: rm | |
| data_files: | |
| - split: validation | |
| path: rm/validation-* | |
| - split: test | |
| path: rm/test-* | |
| - split: train | |
| path: rm/train-* | |
| - config_name: ro | |
| data_files: | |
| - split: validation | |
| path: ro/validation-* | |
| - split: test | |
| path: ro/test-* | |
| - split: train | |
| path: ro/train-* | |
| - config_name: ru | |
| data_files: | |
| - split: validation | |
| path: ru/validation-* | |
| - split: test | |
| path: ru/test-* | |
| - split: train | |
| path: ru/train-* | |
| - config_name: rw | |
| data_files: | |
| - split: validation | |
| path: rw/validation-* | |
| - split: test | |
| path: rw/test-* | |
| - split: train | |
| path: rw/train-* | |
| - config_name: sa | |
| data_files: | |
| - split: validation | |
| path: sa/validation-* | |
| - split: test | |
| path: sa/test-* | |
| - split: train | |
| path: sa/train-* | |
| - config_name: sah | |
| data_files: | |
| - split: validation | |
| path: sah/validation-* | |
| - split: test | |
| path: sah/test-* | |
| - split: train | |
| path: sah/train-* | |
| - config_name: scn | |
| data_files: | |
| - split: validation | |
| path: scn/validation-* | |
| - split: test | |
| path: scn/test-* | |
| - split: train | |
| path: scn/train-* | |
| - config_name: sco | |
| data_files: | |
| - split: validation | |
| path: sco/validation-* | |
| - split: test | |
| path: sco/test-* | |
| - split: train | |
| path: sco/train-* | |
| - config_name: sd | |
| data_files: | |
| - split: validation | |
| path: sd/validation-* | |
| - split: test | |
| path: sd/test-* | |
| - split: train | |
| path: sd/train-* | |
| - config_name: sh | |
| data_files: | |
| - split: validation | |
| path: sh/validation-* | |
| - split: test | |
| path: sh/test-* | |
| - split: train | |
| path: sh/train-* | |
| - config_name: si | |
| data_files: | |
| - split: validation | |
| path: si/validation-* | |
| - split: test | |
| path: si/test-* | |
| - split: train | |
| path: si/train-* | |
| - config_name: simple | |
| data_files: | |
| - split: validation | |
| path: simple/validation-* | |
| - split: test | |
| path: simple/test-* | |
| - split: train | |
| path: simple/train-* | |
| - config_name: sk | |
| data_files: | |
| - split: validation | |
| path: sk/validation-* | |
| - split: test | |
| path: sk/test-* | |
| - split: train | |
| path: sk/train-* | |
| - config_name: sl | |
| data_files: | |
| - split: validation | |
| path: sl/validation-* | |
| - split: test | |
| path: sl/test-* | |
| - split: train | |
| path: sl/train-* | |
| - config_name: so | |
| data_files: | |
| - split: validation | |
| path: so/validation-* | |
| - split: test | |
| path: so/test-* | |
| - split: train | |
| path: so/train-* | |
| - config_name: sq | |
| data_files: | |
| - split: validation | |
| path: sq/validation-* | |
| - split: test | |
| path: sq/test-* | |
| - split: train | |
| path: sq/train-* | |
| - config_name: sr | |
| data_files: | |
| - split: validation | |
| path: sr/validation-* | |
| - split: test | |
| path: sr/test-* | |
| - split: train | |
| path: sr/train-* | |
| - config_name: su | |
| data_files: | |
| - split: validation | |
| path: su/validation-* | |
| - split: test | |
| path: su/test-* | |
| - split: train | |
| path: su/train-* | |
| - config_name: sv | |
| data_files: | |
| - split: validation | |
| path: sv/validation-* | |
| - split: test | |
| path: sv/test-* | |
| - split: train | |
| path: sv/train-* | |
| - config_name: sw | |
| data_files: | |
| - split: validation | |
| path: sw/validation-* | |
| - split: test | |
| path: sw/test-* | |
| - split: train | |
| path: sw/train-* | |
| - config_name: szl | |
| data_files: | |
| - split: validation | |
| path: szl/validation-* | |
| - split: test | |
| path: szl/test-* | |
| - split: train | |
| path: szl/train-* | |
| - config_name: ta | |
| data_files: | |
| - split: validation | |
| path: ta/validation-* | |
| - split: test | |
| path: ta/test-* | |
| - split: train | |
| path: ta/train-* | |
| - config_name: te | |
| data_files: | |
| - split: validation | |
| path: te/validation-* | |
| - split: test | |
| path: te/test-* | |
| - split: train | |
| path: te/train-* | |
| - config_name: tg | |
| data_files: | |
| - split: validation | |
| path: tg/validation-* | |
| - split: test | |
| path: tg/test-* | |
| - split: train | |
| path: tg/train-* | |
| - config_name: th | |
| data_files: | |
| - split: validation | |
| path: th/validation-* | |
| - split: test | |
| path: th/test-* | |
| - split: train | |
| path: th/train-* | |
| - config_name: tk | |
| data_files: | |
| - split: validation | |
| path: tk/validation-* | |
| - split: test | |
| path: tk/test-* | |
| - split: train | |
| path: tk/train-* | |
| - config_name: tl | |
| data_files: | |
| - split: validation | |
| path: tl/validation-* | |
| - split: test | |
| path: tl/test-* | |
| - split: train | |
| path: tl/train-* | |
| - config_name: tr | |
| data_files: | |
| - split: validation | |
| path: tr/validation-* | |
| - split: test | |
| path: tr/test-* | |
| - split: train | |
| path: tr/train-* | |
| - config_name: tt | |
| data_files: | |
| - split: validation | |
| path: tt/validation-* | |
| - split: test | |
| path: tt/test-* | |
| - split: train | |
| path: tt/train-* | |
| - config_name: ug | |
| data_files: | |
| - split: validation | |
| path: ug/validation-* | |
| - split: test | |
| path: ug/test-* | |
| - split: train | |
| path: ug/train-* | |
| - config_name: uk | |
| data_files: | |
| - split: validation | |
| path: uk/validation-* | |
| - split: test | |
| path: uk/test-* | |
| - split: train | |
| path: uk/train-* | |
| - config_name: ur | |
| data_files: | |
| - split: validation | |
| path: ur/validation-* | |
| - split: test | |
| path: ur/test-* | |
| - split: train | |
| path: ur/train-* | |
| - config_name: uz | |
| data_files: | |
| - split: validation | |
| path: uz/validation-* | |
| - split: test | |
| path: uz/test-* | |
| - split: train | |
| path: uz/train-* | |
| - config_name: vec | |
| data_files: | |
| - split: validation | |
| path: vec/validation-* | |
| - split: test | |
| path: vec/test-* | |
| - split: train | |
| path: vec/train-* | |
| - config_name: vep | |
| data_files: | |
| - split: validation | |
| path: vep/validation-* | |
| - split: test | |
| path: vep/test-* | |
| - split: train | |
| path: vep/train-* | |
| - config_name: vi | |
| data_files: | |
| - split: validation | |
| path: vi/validation-* | |
| - split: test | |
| path: vi/test-* | |
| - split: train | |
| path: vi/train-* | |
| - config_name: vls | |
| data_files: | |
| - split: validation | |
| path: vls/validation-* | |
| - split: test | |
| path: vls/test-* | |
| - split: train | |
| path: vls/train-* | |
| - config_name: vo | |
| data_files: | |
| - split: validation | |
| path: vo/validation-* | |
| - split: test | |
| path: vo/test-* | |
| - split: train | |
| path: vo/train-* | |
| - config_name: wa | |
| data_files: | |
| - split: validation | |
| path: wa/validation-* | |
| - split: test | |
| path: wa/test-* | |
| - split: train | |
| path: wa/train-* | |
| - config_name: war | |
| data_files: | |
| - split: validation | |
| path: war/validation-* | |
| - split: test | |
| path: war/test-* | |
| - split: train | |
| path: war/train-* | |
| - config_name: wuu | |
| data_files: | |
| - split: validation | |
| path: wuu/validation-* | |
| - split: test | |
| path: wuu/test-* | |
| - split: train | |
| path: wuu/train-* | |
| - config_name: xmf | |
| data_files: | |
| - split: validation | |
| path: xmf/validation-* | |
| - split: test | |
| path: xmf/test-* | |
| - split: train | |
| path: xmf/train-* | |
| - config_name: yi | |
| data_files: | |
| - split: validation | |
| path: yi/validation-* | |
| - split: test | |
| path: yi/test-* | |
| - split: train | |
| path: yi/train-* | |
| - config_name: yo | |
| data_files: | |
| - split: validation | |
| path: yo/validation-* | |
| - split: test | |
| path: yo/test-* | |
| - split: train | |
| path: yo/train-* | |
| - config_name: zea | |
| data_files: | |
| - split: validation | |
| path: zea/validation-* | |
| - split: test | |
| path: zea/test-* | |
| - split: train | |
| path: zea/train-* | |
| - config_name: zh | |
| data_files: | |
| - split: validation | |
| path: zh/validation-* | |
| - split: test | |
| path: zh/test-* | |
| - split: train | |
| path: zh/train-* | |
| - config_name: zh-classical | |
| data_files: | |
| - split: validation | |
| path: zh-classical/validation-* | |
| - split: test | |
| path: zh-classical/test-* | |
| - split: train | |
| path: zh-classical/train-* | |
| - config_name: zh-min-nan | |
| data_files: | |
| - split: validation | |
| path: zh-min-nan/validation-* | |
| - split: test | |
| path: zh-min-nan/test-* | |
| - split: train | |
| path: zh-min-nan/train-* | |
| - config_name: zh-yue | |
| data_files: | |
| - split: validation | |
| path: zh-yue/validation-* | |
| - split: test | |
| path: zh-yue/test-* | |
| - split: train | |
| path: zh-yue/train-* | |
| # Dataset Card for WikiANN | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [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:** [Massively Multilingual Transfer for NER](https://github.com/afshinrahimi/mmner) | |
| - **Repository:** [Massively Multilingual Transfer for NER](https://github.com/afshinrahimi/mmner) | |
| - **Paper:** The original datasets come from the _Cross-lingual name tagging and linking for 282 languages_ [paper](https://www.aclweb.org/anthology/P17-1178/) by Xiaoman Pan et al. (2018). This version corresponds to the balanced train, dev, and test splits of the original data from the _Massively Multilingual Transfer for NER_ [paper](https://arxiv.org/abs/1902.00193) by Afshin Rahimi et al. (2019). | |
| - **Leaderboard:** | |
| - **Point of Contact:** [Afshin Rahimi](mailto:afshinrahimi@gmail.com) or [Lewis Tunstall](mailto:lewis.c.tunstall@gmail.com) or [Albert Villanova del Moral](albert@huggingface.co) | |
| ### Dataset Summary | |
| WikiANN (sometimes called PAN-X) is a multilingual named entity recognition dataset consisting of Wikipedia articles annotated with LOC (location), PER (person), and ORG (organisation) tags in the IOB2 format. This version corresponds to the balanced train, dev, and test splits of Rahimi et al. (2019), which supports 176 of the 282 languages from the original WikiANN corpus. | |
| ### Supported Tasks and Leaderboards | |
| - `named-entity-recognition`: The dataset can be used to train a model for named entity recognition in many languages, or evaluate the zero-shot cross-lingual capabilities of multilingual models. | |
| ### Languages | |
| The dataset contains 176 languages, one in each of the configuration subsets. The corresponding BCP 47 language tags | |
| are: | |
| | | Language tag | | |
| |:-------------------|:---------------| | |
| | ace | ace | | |
| | af | af | | |
| | als | als | | |
| | am | am | | |
| | an | an | | |
| | ang | ang | | |
| | ar | ar | | |
| | arc | arc | | |
| | arz | arz | | |
| | as | as | | |
| | ast | ast | | |
| | ay | ay | | |
| | az | az | | |
| | ba | ba | | |
| | bar | bar | | |
| | be | be | | |
| | bg | bg | | |
| | bh | bh | | |
| | bn | bn | | |
| | bo | bo | | |
| | br | br | | |
| | bs | bs | | |
| | ca | ca | | |
| | cdo | cdo | | |
| | ce | ce | | |
| | ceb | ceb | | |
| | ckb | ckb | | |
| | co | co | | |
| | crh | crh | | |
| | cs | cs | | |
| | csb | csb | | |
| | cv | cv | | |
| | cy | cy | | |
| | da | da | | |
| | de | de | | |
| | diq | diq | | |
| | dv | dv | | |
| | el | el | | |
| | en | en | | |
| | eo | eo | | |
| | es | es | | |
| | et | et | | |
| | eu | eu | | |
| | ext | ext | | |
| | fa | fa | | |
| | fi | fi | | |
| | fo | fo | | |
| | fr | fr | | |
| | frr | frr | | |
| | fur | fur | | |
| | fy | fy | | |
| | ga | ga | | |
| | gan | gan | | |
| | gd | gd | | |
| | gl | gl | | |
| | gn | gn | | |
| | gu | gu | | |
| | hak | hak | | |
| | he | he | | |
| | hi | hi | | |
| | hr | hr | | |
| | hsb | hsb | | |
| | hu | hu | | |
| | hy | hy | | |
| | ia | ia | | |
| | id | id | | |
| | ig | ig | | |
| | ilo | ilo | | |
| | io | io | | |
| | is | is | | |
| | it | it | | |
| | ja | ja | | |
| | jbo | jbo | | |
| | jv | jv | | |
| | ka | ka | | |
| | kk | kk | | |
| | km | km | | |
| | kn | kn | | |
| | ko | ko | | |
| | ksh | ksh | | |
| | ku | ku | | |
| | ky | ky | | |
| | la | la | | |
| | lb | lb | | |
| | li | li | | |
| | lij | lij | | |
| | lmo | lmo | | |
| | ln | ln | | |
| | lt | lt | | |
| | lv | lv | | |
| | mg | mg | | |
| | mhr | mhr | | |
| | mi | mi | | |
| | min | min | | |
| | mk | mk | | |
| | ml | ml | | |
| | mn | mn | | |
| | mr | mr | | |
| | ms | ms | | |
| | mt | mt | | |
| | mwl | mwl | | |
| | my | my | | |
| | mzn | mzn | | |
| | nap | nap | | |
| | nds | nds | | |
| | ne | ne | | |
| | nl | nl | | |
| | nn | nn | | |
| | no | no | | |
| | nov | nov | | |
| | oc | oc | | |
| | or | or | | |
| | os | os | | |
| | other-bat-smg | sgs | | |
| | other-be-x-old | be-tarask | | |
| | other-cbk-zam | cbk | | |
| | other-eml | eml | | |
| | other-fiu-vro | vro | | |
| | other-map-bms | jv-x-bms | | |
| | other-simple | en-basiceng | | |
| | other-zh-classical | lzh | | |
| | other-zh-min-nan | nan | | |
| | other-zh-yue | yue | | |
| | pa | pa | | |
| | pdc | pdc | | |
| | pl | pl | | |
| | pms | pms | | |
| | pnb | pnb | | |
| | ps | ps | | |
| | pt | pt | | |
| | qu | qu | | |
| | rm | rm | | |
| | ro | ro | | |
| | ru | ru | | |
| | rw | rw | | |
| | sa | sa | | |
| | sah | sah | | |
| | scn | scn | | |
| | sco | sco | | |
| | sd | sd | | |
| | sh | sh | | |
| | si | si | | |
| | sk | sk | | |
| | sl | sl | | |
| | so | so | | |
| | sq | sq | | |
| | sr | sr | | |
| | su | su | | |
| | sv | sv | | |
| | sw | sw | | |
| | szl | szl | | |
| | ta | ta | | |
| | te | te | | |
| | tg | tg | | |
| | th | th | | |
| | tk | tk | | |
| | tl | tl | | |
| | tr | tr | | |
| | tt | tt | | |
| | ug | ug | | |
| | uk | uk | | |
| | ur | ur | | |
| | uz | uz | | |
| | vec | vec | | |
| | vep | vep | | |
| | vi | vi | | |
| | vls | vls | | |
| | vo | vo | | |
| | wa | wa | | |
| | war | war | | |
| | wuu | wuu | | |
| | xmf | xmf | | |
| | yi | yi | | |
| | yo | yo | | |
| | zea | zea | | |
| | zh | zh | | |
| ## Dataset Structure | |
| ### Data Instances | |
| This is an example in the "train" split of the "af" (Afrikaans language) configuration subset: | |
| ```python | |
| { | |
| 'tokens': ['Sy', 'ander', 'seun', ',', 'Swjatopolk', ',', 'was', 'die', 'resultaat', 'van', '’n', 'buite-egtelike', 'verhouding', '.'], | |
| 'ner_tags': [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0], | |
| 'langs': ['af', 'af', 'af', 'af', 'af', 'af', 'af', 'af', 'af', 'af', 'af', 'af', 'af', 'af'], | |
| 'spans': ['PER: Swjatopolk'] | |
| } | |
| ``` | |
| ### Data Fields | |
| - `tokens`: a `list` of `string` features. | |
| - `langs`: a `list` of `string` features that correspond to the language of each token. | |
| - `ner_tags`: a `list` of classification labels, with possible values including `O` (0), `B-PER` (1), `I-PER` (2), `B-ORG` (3), `I-ORG` (4), `B-LOC` (5), `I-LOC` (6). | |
| - `spans`: a `list` of `string` features, that is the list of named entities in the input text formatted as ``<TAG>: <mention>`` | |
| ### Data Splits | |
| For each configuration subset, the data is split into "train", "validation" and "test" sets, each containing the | |
| following number of examples: | |
| | | Train | Validation | Test | | |
| |:-------------|--------:|-------------:|-------:| | |
| | ace | 100 | 100 | 100 | | |
| | af | 5000 | 1000 | 1000 | | |
| | als | 100 | 100 | 100 | | |
| | am | 100 | 100 | 100 | | |
| | an | 1000 | 1000 | 1000 | | |
| | ang | 100 | 100 | 100 | | |
| | ar | 20000 | 10000 | 10000 | | |
| | arc | 100 | 100 | 100 | | |
| | arz | 100 | 100 | 100 | | |
| | as | 100 | 100 | 100 | | |
| | ast | 1000 | 1000 | 1000 | | |
| | ay | 100 | 100 | 100 | | |
| | az | 10000 | 1000 | 1000 | | |
| | ba | 100 | 100 | 100 | | |
| | bar | 100 | 100 | 100 | | |
| | bat-smg | 100 | 100 | 100 | | |
| | be | 15000 | 1000 | 1000 | | |
| | be-x-old | 5000 | 1000 | 1000 | | |
| | bg | 20000 | 10000 | 10000 | | |
| | bh | 100 | 100 | 100 | | |
| | bn | 10000 | 1000 | 1000 | | |
| | bo | 100 | 100 | 100 | | |
| | br | 1000 | 1000 | 1000 | | |
| | bs | 15000 | 1000 | 1000 | | |
| | ca | 20000 | 10000 | 10000 | | |
| | cbk-zam | 100 | 100 | 100 | | |
| | cdo | 100 | 100 | 100 | | |
| | ce | 100 | 100 | 100 | | |
| | ceb | 100 | 100 | 100 | | |
| | ckb | 1000 | 1000 | 1000 | | |
| | co | 100 | 100 | 100 | | |
| | crh | 100 | 100 | 100 | | |
| | cs | 20000 | 10000 | 10000 | | |
| | csb | 100 | 100 | 100 | | |
| | cv | 100 | 100 | 100 | | |
| | cy | 10000 | 1000 | 1000 | | |
| | da | 20000 | 10000 | 10000 | | |
| | de | 20000 | 10000 | 10000 | | |
| | diq | 100 | 100 | 100 | | |
| | dv | 100 | 100 | 100 | | |
| | el | 20000 | 10000 | 10000 | | |
| | eml | 100 | 100 | 100 | | |
| | en | 20000 | 10000 | 10000 | | |
| | eo | 15000 | 10000 | 10000 | | |
| | es | 20000 | 10000 | 10000 | | |
| | et | 15000 | 10000 | 10000 | | |
| | eu | 10000 | 10000 | 10000 | | |
| | ext | 100 | 100 | 100 | | |
| | fa | 20000 | 10000 | 10000 | | |
| | fi | 20000 | 10000 | 10000 | | |
| | fiu-vro | 100 | 100 | 100 | | |
| | fo | 100 | 100 | 100 | | |
| | fr | 20000 | 10000 | 10000 | | |
| | frr | 100 | 100 | 100 | | |
| | fur | 100 | 100 | 100 | | |
| | fy | 1000 | 1000 | 1000 | | |
| | ga | 1000 | 1000 | 1000 | | |
| | gan | 100 | 100 | 100 | | |
| | gd | 100 | 100 | 100 | | |
| | gl | 15000 | 10000 | 10000 | | |
| | gn | 100 | 100 | 100 | | |
| | gu | 100 | 100 | 100 | | |
| | hak | 100 | 100 | 100 | | |
| | he | 20000 | 10000 | 10000 | | |
| | hi | 5000 | 1000 | 1000 | | |
| | hr | 20000 | 10000 | 10000 | | |
| | hsb | 100 | 100 | 100 | | |
| | hu | 20000 | 10000 | 10000 | | |
| | hy | 15000 | 1000 | 1000 | | |
| | ia | 100 | 100 | 100 | | |
| | id | 20000 | 10000 | 10000 | | |
| | ig | 100 | 100 | 100 | | |
| | ilo | 100 | 100 | 100 | | |
| | io | 100 | 100 | 100 | | |
| | is | 1000 | 1000 | 1000 | | |
| | it | 20000 | 10000 | 10000 | | |
| | ja | 20000 | 10000 | 10000 | | |
| | jbo | 100 | 100 | 100 | | |
| | jv | 100 | 100 | 100 | | |
| | ka | 10000 | 10000 | 10000 | | |
| | kk | 1000 | 1000 | 1000 | | |
| | km | 100 | 100 | 100 | | |
| | kn | 100 | 100 | 100 | | |
| | ko | 20000 | 10000 | 10000 | | |
| | ksh | 100 | 100 | 100 | | |
| | ku | 100 | 100 | 100 | | |
| | ky | 100 | 100 | 100 | | |
| | la | 5000 | 1000 | 1000 | | |
| | lb | 5000 | 1000 | 1000 | | |
| | li | 100 | 100 | 100 | | |
| | lij | 100 | 100 | 100 | | |
| | lmo | 100 | 100 | 100 | | |
| | ln | 100 | 100 | 100 | | |
| | lt | 10000 | 10000 | 10000 | | |
| | lv | 10000 | 10000 | 10000 | | |
| | map-bms | 100 | 100 | 100 | | |
| | mg | 100 | 100 | 100 | | |
| | mhr | 100 | 100 | 100 | | |
| | mi | 100 | 100 | 100 | | |
| | min | 100 | 100 | 100 | | |
| | mk | 10000 | 1000 | 1000 | | |
| | ml | 10000 | 1000 | 1000 | | |
| | mn | 100 | 100 | 100 | | |
| | mr | 5000 | 1000 | 1000 | | |
| | ms | 20000 | 1000 | 1000 | | |
| | mt | 100 | 100 | 100 | | |
| | mwl | 100 | 100 | 100 | | |
| | my | 100 | 100 | 100 | | |
| | mzn | 100 | 100 | 100 | | |
| | nap | 100 | 100 | 100 | | |
| | nds | 100 | 100 | 100 | | |
| | ne | 100 | 100 | 100 | | |
| | nl | 20000 | 10000 | 10000 | | |
| | nn | 20000 | 1000 | 1000 | | |
| | no | 20000 | 10000 | 10000 | | |
| | nov | 100 | 100 | 100 | | |
| | oc | 100 | 100 | 100 | | |
| | or | 100 | 100 | 100 | | |
| | os | 100 | 100 | 100 | | |
| | pa | 100 | 100 | 100 | | |
| | pdc | 100 | 100 | 100 | | |
| | pl | 20000 | 10000 | 10000 | | |
| | pms | 100 | 100 | 100 | | |
| | pnb | 100 | 100 | 100 | | |
| | ps | 100 | 100 | 100 | | |
| | pt | 20000 | 10000 | 10000 | | |
| | qu | 100 | 100 | 100 | | |
| | rm | 100 | 100 | 100 | | |
| | ro | 20000 | 10000 | 10000 | | |
| | ru | 20000 | 10000 | 10000 | | |
| | rw | 100 | 100 | 100 | | |
| | sa | 100 | 100 | 100 | | |
| | sah | 100 | 100 | 100 | | |
| | scn | 100 | 100 | 100 | | |
| | sco | 100 | 100 | 100 | | |
| | sd | 100 | 100 | 100 | | |
| | sh | 20000 | 10000 | 10000 | | |
| | si | 100 | 100 | 100 | | |
| | simple | 20000 | 1000 | 1000 | | |
| | sk | 20000 | 10000 | 10000 | | |
| | sl | 15000 | 10000 | 10000 | | |
| | so | 100 | 100 | 100 | | |
| | sq | 5000 | 1000 | 1000 | | |
| | sr | 20000 | 10000 | 10000 | | |
| | su | 100 | 100 | 100 | | |
| | sv | 20000 | 10000 | 10000 | | |
| | sw | 1000 | 1000 | 1000 | | |
| | szl | 100 | 100 | 100 | | |
| | ta | 15000 | 1000 | 1000 | | |
| | te | 1000 | 1000 | 1000 | | |
| | tg | 100 | 100 | 100 | | |
| | th | 20000 | 10000 | 10000 | | |
| | tk | 100 | 100 | 100 | | |
| | tl | 10000 | 1000 | 1000 | | |
| | tr | 20000 | 10000 | 10000 | | |
| | tt | 1000 | 1000 | 1000 | | |
| | ug | 100 | 100 | 100 | | |
| | uk | 20000 | 10000 | 10000 | | |
| | ur | 20000 | 1000 | 1000 | | |
| | uz | 1000 | 1000 | 1000 | | |
| | vec | 100 | 100 | 100 | | |
| | vep | 100 | 100 | 100 | | |
| | vi | 20000 | 10000 | 10000 | | |
| | vls | 100 | 100 | 100 | | |
| | vo | 100 | 100 | 100 | | |
| | wa | 100 | 100 | 100 | | |
| | war | 100 | 100 | 100 | | |
| | wuu | 100 | 100 | 100 | | |
| | xmf | 100 | 100 | 100 | | |
| | yi | 100 | 100 | 100 | | |
| | yo | 100 | 100 | 100 | | |
| | zea | 100 | 100 | 100 | | |
| | zh | 20000 | 10000 | 10000 | | |
| | zh-classical | 100 | 100 | 100 | | |
| | zh-min-nan | 100 | 100 | 100 | | |
| | zh-yue | 20000 | 10000 | 10000 | | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [More Information Needed] | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed] | |
| #### 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 | |
| The original 282 datasets are associated with this article | |
| ``` | |
| @inproceedings{pan-etal-2017-cross, | |
| title = "Cross-lingual Name Tagging and Linking for 282 Languages", | |
| author = "Pan, Xiaoman and | |
| Zhang, Boliang and | |
| May, Jonathan and | |
| Nothman, Joel and | |
| Knight, Kevin and | |
| Ji, Heng", | |
| booktitle = "Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", | |
| month = jul, | |
| year = "2017", | |
| address = "Vancouver, Canada", | |
| publisher = "Association for Computational Linguistics", | |
| url = "https://www.aclweb.org/anthology/P17-1178", | |
| doi = "10.18653/v1/P17-1178", | |
| pages = "1946--1958", | |
| abstract = "The ambitious goal of this work is to develop a cross-lingual name tagging and linking framework for 282 languages that exist in Wikipedia. Given a document in any of these languages, our framework is able to identify name mentions, assign a coarse-grained or fine-grained type to each mention, and link it to an English Knowledge Base (KB) if it is linkable. We achieve this goal by performing a series of new KB mining methods: generating {``}silver-standard{''} annotations by transferring annotations from English to other languages through cross-lingual links and KB properties, refining annotations through self-training and topic selection, deriving language-specific morphology features from anchor links, and mining word translation pairs from cross-lingual links. Both name tagging and linking results for 282 languages are promising on Wikipedia data and on-Wikipedia data.", | |
| } | |
| ``` | |
| while the 176 languages supported in this version are associated with the following article | |
| ``` | |
| @inproceedings{rahimi-etal-2019-massively, | |
| title = "Massively Multilingual Transfer for {NER}", | |
| author = "Rahimi, Afshin and | |
| Li, Yuan and | |
| Cohn, Trevor", | |
| booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics", | |
| month = jul, | |
| year = "2019", | |
| address = "Florence, Italy", | |
| publisher = "Association for Computational Linguistics", | |
| url = "https://www.aclweb.org/anthology/P19-1015", | |
| pages = "151--164", | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@lewtun](https://github.com/lewtun) and [@rabeehk](https://github.com/rabeehk) for adding this dataset. |