Datasets

8

opus100

OPUS-100 is English-centric, meaning that all training pairs include English on either the source or target side. The corpus covers 100 languages (including English).OPUS-100 contains approximately 55M sentence pairs. Of the 99 language pairs, 44 have 1M sentence pairs of training data, 73 have at least 100k, and 95 have at least 10k.

task_categories: sequence-modeling multilinguality: translation task_ids: language-modeling languages: af languages: en languages: am languages: en languages: an languages: en languages: ar languages: en languages: as languages: en languages: az languages: en languages: be languages: en languages: bg languages: en languages: bn languages: en languages: br languages: en languages: bs languages: en languages: ca languages: en languages: cs languages: en languages: cy languages: en languages: da languages: en languages: de languages: en languages: dz languages: en languages: el languages: en languages: en languages: eo languages: en languages: es languages: en languages: et languages: en languages: eu languages: en languages: fa languages: en languages: fi languages: en languages: fr languages: en languages: fy languages: en languages: ga languages: en languages: gd languages: en languages: gl languages: en languages: gu languages: en languages: ha languages: en languages: he languages: en languages: hi languages: en languages: hr languages: en languages: hu languages: en languages: hy languages: en languages: id languages: en languages: ig languages: en languages: is languages: en languages: it languages: en languages: ja languages: en languages: ka languages: en languages: kk languages: en languages: km languages: en languages: ko languages: en languages: kn languages: en languages: ku languages: en languages: ky languages: en languages: li languages: en languages: lt languages: en languages: lv languages: en languages: mg languages: en languages: mk languages: en languages: ml languages: en languages: mn languages: en languages: mr languages: en languages: ms languages: en languages: mt languages: en languages: my languages: en languages: nb languages: en languages: ne languages: en languages: nl languages: en languages: nn languages: en languages: no languages: en languages: oc languages: en languages: or languages: en languages: pa languages: en languages: pl languages: en languages: ps languages: en languages: pt languages: en languages: ro languages: en languages: ru languages: en languages: rw languages: en languages: se languages: en languages: sh languages: en languages: si languages: en languages: sk languages: en languages: sl languages: en languages: sq languages: en languages: sr languages: en languages: sv languages: en languages: ta languages: en languages: te languages: en languages: tg languages: en languages: th languages: en languages: tk languages: en languages: tr languages: en languages: tt languages: en languages: ug languages: en languages: uk languages: en languages: ur languages: en languages: uz languages: en languages: vi languages: en languages: wa languages: en languages: xh languages: en languages: yi languages: en languages: yo languages: en languages: zh languages: en languages: zu annotations_creators: no-annotation source_datasets: extended size_categories: 10K<n<1M licenses: unknown

opus_gnome

A parallel corpus of GNOME localization files. Source: https://l10n.gnome.org 187 languages, 12,822 bitexts total number of files: 113,344 total number of tokens: 267.27M total number of sentence fragments: 58.12M

annotations_creators: found language_creators: found languages: af languages: am languages: an languages: ang languages: ar languages: ar_TN languages: ara languages: as languages: ast languages: az languages: az_IR languages: bal languages: be languages: bem languages: bg languages: bg_BG languages: bn languages: bn_IN languages: bo languages: br languages: brx languages: bs languages: ca languages: cat languages: crh languages: cs languages: csb languages: cy languages: da languages: da_DK languages: de languages: de_CH languages: dv languages: dz languages: el languages: en languages: en_AU languages: en_CA languages: en_GB languages: en_NZ languages: en_US languages: en_ZA languages: eo languages: es languages: es_AR languages: es_CL languages: es_CO languages: es_CR languages: es_DO languages: es_EC languages: es_ES languages: es_GT languages: es_HN languages: es_MX languages: es_NI languages: es_PA languages: es_PE languages: es_PR languages: es_SV languages: es_UY languages: es_VE languages: et languages: eu languages: fa languages: fa_IR languages: fi languages: fo languages: foo languages: fr languages: fur languages: fy languages: ga languages: gd languages: gl languages: gn languages: gr languages: gu languages: gv languages: ha languages: he languages: hi languages: hi_IN languages: hr languages: hu languages: hy languages: ia languages: id languages: ig languages: io languages: is languages: it languages: it_IT languages: ja languages: jbo languages: ka languages: kg languages: kk languages: km languages: kn languages: ko languages: kr languages: ks languages: ku languages: ky languages: la languages: lg languages: li languages: lo languages: lt languages: lv languages: mai languages: mg languages: mi languages: mk languages: ml languages: mn languages: mr languages: ms languages: ms_MY languages: mt languages: mus languages: my languages: nb languages: nb_NO languages: nds languages: ne languages: nhn languages: nl languages: nn languages: nn_NO languages: n/o languages: no_nb languages: nqo languages: nr languages: nso languages: oc languages: or languages: os languages: pa languages: pl languages: ps languages: pt languages: pt_BR languages: pt_PT languages: quz languages: ro languages: ru languages: rw languages: si languages: sk languages: sl languages: so languages: sq languages: sr languages: sr_ME languages: st languages: sv languages: sw languages: szl languages: ta languages: te languages: tg languages: tg_TJ languages: th languages: tk languages: tl languages: tl_PH languages: tmp languages: tr languages: tr_TR languages: ts languages: tt languages: ug languages: uk languages: ur languages: ur_PK languages: uz languages: vi languages: vi_VN languages: wa languages: xh languages: yi languages: yo languages: zh_CN languages: zh_HK languages: zh_TW languages: zu licenses: unknown multilinguality: multilingual size_categories: 10K<n<100K source_datasets: original task_categories: conditional-text-generation task_ids: machine-translation

opus_ubuntu

A parallel corpus of Ubuntu localization files. Source: https://translations.launchpad.net 244 languages, 23,988 bitexts total number of files: 30,959 total number of tokens: 29.84M total number of sentence fragments: 7.73M

annotations_creators: found language_creators: found languages: ace languages: af languages: ak languages: am languages: an languages: ang languages: ar languages: ar_SY languages: ary languages: as languages: ast languages: az languages: ba languages: bal languages: be languages: bem languages: ber languages: bg languages: bho languages: bn languages: bn_IN languages: bo languages: br languages: brx languages: bs languages: bua languages: byn languages: ca languages: ce languages: ceb languages: chr languages: ckb languages: co languages: crh languages: cs languages: csb languages: cv languages: cy languages: da languages: de languages: de_AT languages: de_DE languages: dsb languages: dv languages: dz languages: el languages: en languages: en_AU languages: en_CA languages: en_GB languages: en_NZ languages: en_US languages: eo languages: es languages: es_AR languages: es_CL languages: es_CO languages: es_CR languages: es_DO languages: es_EC languages: es_ES languages: es_GT languages: es_HN languages: es_MX languages: es_NI languages: es_PA languages: es_PE languages: es_PR languages: es_SV languages: es_UY languages: es_VE languages: et languages: eu languages: fa languages: fa_AF languages: ff languages: fi languages: fil languages: fo languages: fr languages: fr_CA languages: fr_FR languages: frm languages: frp languages: fur languages: fy languages: ga languages: gd languages: gl languages: gn languages: grc languages: gu languages: guc languages: gv languages: ha languages: haw languages: he languages: hi languages: hil languages: hne languages: hr languages: hsb languages: ht languages: hu languages: hy languages: ia languages: id languages: ig languages: io languages: is languages: it languages: iu languages: ja languages: jbo languages: jv languages: ka languages: kab languages: kg languages: kk languages: kl languages: km languages: kn languages: ko languages: kok languages: ks languages: ksh languages: ku languages: kw languages: ky languages: la languages: lb languages: lg languages: li languages: lij languages: lld languages: ln languages: lo languages: lt languages: ltg languages: lv languages: mai languages: mg languages: mh languages: mhr languages: mi languages: miq languages: mk languages: ml languages: mn languages: mo languages: mr languages: ms languages: mt languages: mus languages: my languages: nan languages: nap languages: nb languages: nds languages: ne languages: nhn languages: nl languages: nl_NL languages: nn languages: n/o languages: nso languages: ny languages: oc languages: oj languages: om languages: or languages: os languages: pa languages: pam languages: pap languages: pl languages: pms languages: pmy languages: ps languages: pt languages: pt_BR languages: pt_PT languages: qu languages: rm languages: ro languages: rom languages: ru languages: rw languages: sa languages: sc languages: sco languages: sd languages: se languages: shn languages: shs languages: si languages: sk languages: sl languages: sm languages: sml languages: sn languages: so languages: son languages: sq languages: sr languages: st languages: sv languages: sw languages: syr languages: szl languages: ta languages: ta_LK languages: te languages: tet languages: tg languages: th languages: ti languages: tk languages: tl languages: tlh languages: tr languages: trv languages: ts languages: tt languages: ug languages: uk languages: ur languages: uz languages: ve languages: vec languages: vi languages: wa languages: wae languages: wo languages: xal languages: xh languages: yi languages: yo languages: zh languages: zh_CN languages: zh_HK languages: zh_TW languages: zu languages: zza licenses: unknown multilinguality: multilingual size_categories: 10K<n<100K source_datasets: original task_categories: conditional-text-generation task_ids: machine-translation

qed_amara

The QCRI Educational Domain Corpus (formerly QCRI AMARA Corpus) is an open multilingual collection of subtitles for educational videos and lectures collaboratively transcribed and translated over the AMARA web-based platform. Developed by: Qatar Computing Research Institute, Arabic Language Technologies Group The QED Corpus is made public for RE...

annotations_creators: found language_creators: found languages: aa languages: ab languages: ae languages: aeb languages: af languages: aka languages: amh languages: an languages: ar languages: arq languages: arz languages: as languages: ase languages: ast languages: av languages: ay languages: az languages: ba languages: bam languages: be languages: ber languages: bg languages: bh languages: bi languages: bn languages: bnt languages: bo languages: br languages: bs languages: bug languages: ca languages: ce languages: ceb languages: ch languages: cho languages: cku languages: cnh languages: co languages: cr languages: cs languages: cu languages: cv languages: cy languages: da languages: de languages: dv languages: dz languages: ee languages: efi languages: el languages: en languages: eo languages: es languages: et languages: eu languages: fa languages: ff languages: fi languages: fil languages: fj languages: fo languages: fr languages: ful languages: ga languages: gd languages: gl languages: gn languages: gu languages: hai languages: hau languages: haw languages: haz languages: hb languages: hch languages: he languages: hi languages: ho languages: hr languages: ht languages: hu languages: hup languages: hus languages: hy languages: hz languages: ia languages: ibo languages: id languages: ie languages: ik languages: inh languages: io languages: iro languages: is languages: it languages: iu languages: ja languages: jv languages: ka languages: kar languages: kau languages: kik languages: kin languages: kj languages: kk languages: kl languages: km languages: kn languages: ko languages: ksh languages: ku languages: kv languages: kw languages: ky languages: la languages: lb languages: lg languages: li languages: lin languages: lkt languages: lld languages: lo languages: lt languages: ltg languages: lu languages: luo languages: luy languages: lv languages: mad languages: mfe languages: mi languages: mk languages: ml languages: mlg languages: mn languages: mni languages: mo languages: moh languages: mos languages: mr languages: ms languages: mt languages: mus languages: my languages: nb languages: nci languages: nd languages: ne languages: nl languages: nn languages: nso languages: nv languages: nya languages: oc languages: or languages: orm languages: pam languages: pan languages: pap languages: pi languages: pl languages: pnb languages: prs languages: ps languages: pt languages: que languages: rm languages: ro languages: ru languages: run languages: rup languages: ry languages: sa languages: sc languages: scn languages: sco languages: sd languages: sg languages: sgn languages: sh languages: si languages: sk languages: sl languages: sm languages: sna languages: som languages: sot languages: sq languages: sr languages: srp languages: sv languages: swa languages: szl languages: ta languages: te languages: tet languages: tg languages: th languages: tir languages: tk languages: tl languages: tlh languages: to languages: tr languages: ts languages: tt languages: tw languages: ug languages: uk languages: umb languages: ur languages: uz languages: ve languages: vi languages: vls languages: vo languages: wa languages: wol languages: xh languages: yaq languages: yi languages: yor languages: za languages: zam languages: zh languages: zul licenses: unknown multilinguality: multilingual size_categories: 100K<n<1M source_datasets: original task_categories: conditional-text-generation task_ids: machine-translation

senti_lex

This dataset add sentiment lexicons for 81 languages generated via graph propagation based on a knowledge graph--a graphical representation of real-world entities and the links between them.

tatoeba

This is a collection of translated sentences from Tatoeba 359 languages, 3,403 bitexts total number of files: 750 total number of tokens: 65.54M total number of sentence fragments: 8.96M

annotations_creators: found language_creators: found languages: ab languages: acm languages: ady languages: af languages: afb languages: afh languages: aii languages: ain languages: ajp languages: akl languages: aln languages: am languages: an languages: ang languages: aoz languages: apc languages: ar languages: arq languages: ary languages: arz languages: as languages: ast languages: avk languages: awa languages: ayl languages: az languages: ba languages: bal languages: bar languages: be languages: ber languages: bg languages: bho languages: bjn languages: bm languages: bn languages: bo languages: br languages: brx languages: bs languages: bua languages: bvy languages: bzt languages: ca languages: cay languages: cbk languages: ce languages: ceb languages: ch languages: chg languages: chn languages: cho languages: chr languages: cjy languages: ckb languages: ckt languages: cmn languages: co languages: cpi languages: crh languages: crk languages: cs languages: csb languages: cv languages: cy languages: cycl languages: da languages: de languages: dng languages: drt languages: dsb languages: dtp languages: dv languages: dws languages: ee languages: egl languages: el languages: emx languages: en languages: enm languages: eo languages: es languages: et languages: eu languages: ext languages: fi languages: fj languages: fkv languages: fo languages: fr languages: frm languages: fro languages: frr languages: fuc languages: fur languages: fuv languages: fy languages: ga languages: gag languages: gan languages: gbm languages: gcf languages: gd languages: gil languages: gl languages: gn languages: gom languages: gos languages: got languages: grc languages: gsw languages: gu languages: gv languages: ha languages: hak languages: haw languages: hbo languages: he languages: hi languages: hif languages: hil languages: hnj languages: hoc languages: hr languages: hrx languages: hsb languages: hsn languages: ht languages: hu languages: hy languages: ia languages: iba languages: id languages: ie languages: ig languages: ii languages: ike languages: ilo languages: io languages: is languages: it languages: izh languages: ja languages: jam languages: jbo languages: jdt languages: jpa languages: jv languages: ka languages: kaa languages: kab languages: kam languages: kek languages: kha languages: kjh languages: kk languages: kl languages: km languages: kmr languages: kn languages: ko languages: koi languages: kpv languages: krc languages: krl languages: ksh languages: ku languages: kum languages: kw languages: kxi languages: ky languages: kzj languages: la languages: laa languages: lad languages: lb languages: ldn languages: lfn languages: lg languages: lij languages: liv languages: lkt languages: lld languages: lmo languages: ln languages: lo languages: lt languages: ltg languages: lut languages: lv languages: lzh languages: lzz languages: mad languages: mai languages: max languages: mdf languages: mfe languages: mg languages: mgm languages: mh languages: mhr languages: mi languages: mic languages: min languages: mk languages: ml languages: mn languages: mni languages: mnw languages: moh languages: mr languages: mt languages: mvv languages: mwl languages: mww languages: my languages: myv languages: na languages: nah languages: nan languages: nb languages: nch languages: nds languages: ngt languages: ngu languages: niu languages: nl languages: nlv languages: nn languages: nog languages: non languages: nov languages: npi languages: nst languages: nus languages: nv languages: ny languages: nys languages: oar languages: oc languages: ofs languages: ood languages: or languages: orv languages: os languages: osp languages: ota languages: otk languages: pa languages: pag languages: pal languages: pam languages: pap languages: pau languages: pcd languages: pdc languages: pes languages: phn languages: pi languages: pl languages: pms languages: pnb languages: ppl languages: prg languages: ps languages: pt languages: qu languages: quc languages: qya languages: rap languages: rif languages: rm languages: rn languages: ro languages: rom languages: ru languages: rue languages: rw languages: sa languages: sah languages: sc languages: scn languages: sco languages: sd languages: sdh languages: se languages: sg languages: sgs languages: shs languages: shy languages: si languages: sjn languages: sl languages: sm languages: sma languages: sn languages: so languages: sq languages: sr languages: stq languages: su languages: sux languages: sv languages: swg languages: swh languages: syc languages: ta languages: te languages: tet languages: tg languages: th languages: thv languages: ti languages: tig languages: tk languages: tl languages: tlh languages: tly languages: tmr languages: tmw languages: tn languages: to languages: toi languages: toki languages: tpi languages: tpw languages: tr languages: ts languages: tt languages: tts languages: tvl languages: ty languages: tyv languages: tzl languages: udm languages: ug languages: uk languages: umb languages: ur languages: uz languages: vec languages: vep languages: vi languages: vo languages: vro languages: wa languages: war languages: wo languages: wuu languages: xal languages: xh languages: xqa languages: yi languages: yo languages: yue languages: zlm languages: zsm languages: zu languages: zza licenses: cc-by-2.0 multilinguality: multilingual size_categories: 10K<n<100K source_datasets: original task_categories: conditional-text-generation task_ids: machine-translation

wikiann

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 fro...

annotations_creators: machine-generated language_creators: crowdsourced languages: ace languages: af languages: als languages: am languages: an languages: ang languages: ar languages: arc languages: arz languages: as languages: ast languages: ay languages: az languages: ba languages: bar languages: be languages: bg languages: bh languages: bn languages: bo languages: br languages: bs languages: ca languages: cdo languages: ce languages: ceb languages: ckb languages: co languages: crh languages: cs languages: csb languages: cv languages: cy languages: da languages: de languages: diq languages: dv languages: el languages: en languages: eo languages: es languages: et languages: eu languages: ext languages: fa languages: fi languages: fo languages: fr languages: frr languages: fur languages: fy languages: ga languages: gan languages: gd languages: gl languages: gn languages: gu languages: hak languages: he languages: hi languages: hr languages: hsb languages: hu languages: hy languages: ia languages: id languages: ig languages: ilo languages: io languages: is languages: it languages: ja languages: jbo languages: jv languages: ka languages: kk languages: km languages: kn languages: ko languages: ksh languages: ku languages: ky languages: la languages: lb languages: li languages: lij languages: lmo languages: ln languages: lt languages: lv languages: mg languages: mhr languages: mi languages: min languages: mk languages: ml languages: mn languages: mr languages: ms languages: mt languages: mwl languages: my languages: mzn languages: nap languages: nds languages: ne languages: nl languages: nn languages: no languages: nov languages: oc languages: or languages: os languages: other-bat-smg languages: other-be-x-old languages: other-cbk-zam languages: other-eml languages: other-fiu-vro languages: other-map-bms languages: other-simple languages: other-zh-classical languages: other-zh-min-nan languages: other-zh-yue languages: pa languages: pdc languages: pl languages: pms languages: pnb languages: ps languages: pt languages: qu languages: rm languages: ro languages: ru languages: rw languages: sa languages: sah languages: scn languages: sco languages: sd languages: sh languages: si languages: sk languages: sl languages: so languages: sq languages: sr languages: su languages: sv languages: sw languages: szl languages: ta languages: te languages: tg languages: th languages: tk languages: tl languages: tr languages: tt languages: ug languages: uk languages: ur languages: uz languages: vec languages: vep languages: vi languages: vls languages: vo languages: wa languages: war languages: wuu languages: xmf languages: yi languages: yo languages: zea languages: zh licenses: unknown multilinguality: multilingual size_categories: n<1K source_datasets: original task_categories: structure-prediction task_ids: named-entity-recognition

wili_2018

It is a benchmark dataset for language identification and contains 235000 paragraphs of 235 languages

annotations_creators: no-annotation language_creators: found languages: af languages: am languages: an languages: as languages: av languages: ay languages: bs languages: ce languages: co languages: cv languages: dv languages: eo languages: gl languages: gn languages: gu languages: ha languages: hr languages: ht languages: ia languages: id languages: ie languages: ig languages: io languages: ja languages: jv languages: km languages: ko languages: ku languages: kv languages: ky languages: lb languages: lg languages: li languages: ln languages: lo languages: mg languages: mi languages: ml languages: mn languages: mr languages: ms languages: my languages: ne languages: om languages: or languages: os languages: pa languages: rm languages: rw languages: sc languages: sd languages: si languages: sk languages: sn languages: so languages: sr languages: su languages: sw languages: ta languages: th languages: tl languages: tn languages: to languages: ug languages: vi languages: vo languages: wa languages: wo languages: xh languages: yo languages: zh languages: ar languages: az languages: ba languages: be languages: bg languages: bn languages: bo languages: br languages: ca languages: cs languages: cy languages: da languages: de languages: el languages: en languages: es languages: et languages: eu languages: fa languages: fi languages: fo languages: fr languages: fy languages: ga languages: gd languages: gv languages: he languages: hi languages: hu languages: hy languages: is languages: it languages: ka languages: kk languages: kn languages: kw languages: la languages: lt languages: lv languages: mk languages: mt languages: nb languages: nl languages: nn languages: nv languages: oc languages: pl languages: ps languages: pt languages: qu languages: ro languages: ru languages: sa languages: sh languages: sl languages: sq languages: sv languages: te languages: tg languages: tk languages: tr languages: tt languages: uk languages: ur languages: uz languages: yi languages: ace languages: als languages: ang languages: arz languages: ast languages: azb languages: bar languages: bcl languages: bho languages: bjn languages: bpy languages: bxr languages: cbk languages: cdo languages: ceb languages: chr languages: ckb languages: crh languages: csb languages: diq languages: dsb languages: dty languages: egl languages: ext languages: frp languages: fur languages: gag languages: glk languages: hak languages: hif languages: hsb languages: ilo languages: jam languages: jbo languages: kaa languages: kab languages: kbd languages: koi languages: kok languages: krc languages: ksh languages: lad languages: lez languages: lij languages: lmo languages: lrc languages: ltg languages: lzh languages: mai languages: mdf languages: mhr languages: min languages: mrj languages: mwl languages: myv languages: mzn languages: nan languages: nap languages: nci languages: nds languages: new languages: nrm languages: nso languages: olo languages: pag languages: pam languages: pap languages: pcd languages: pdc languages: pfl languages: pnb languages: rue languages: rup languages: sah languages: scn languages: sco languages: sgs languages: sme languages: srn languages: stq languages: szl languages: tcy languages: tet languages: tyv languages: udm languages: vec languages: vep languages: vls languages: vro languages: war languages: wuu languages: xmf languages: zea languages: other-roa-tara languages: other-zh-yue languages: other-map-bms languages: other-nds-nl languages: other-be-tarask licenses: odbl-1.0 multilinguality: multilingual size_categories: 100K<n<1M source_datasets: original task_categories: text-classification task_ids: text-classification-other-language-identification