Datasets:
Tasks:
Text Classification
Multilinguality:
multilingual
Size Categories:
100K<n<1M
Language Creators:
found
Annotations Creators:
no-annotation
Source Datasets:
original
ArXiv:
Tags:
language-identification
License:
| annotations_creators: | |
| - no-annotation | |
| language_creators: | |
| - found | |
| languages: | |
| - af | |
| - am | |
| - an | |
| - as | |
| - av | |
| - ay | |
| - bs | |
| - ce | |
| - co | |
| - cv | |
| - dv | |
| - eo | |
| - gl | |
| - gn | |
| - gu | |
| - ha | |
| - hr | |
| - ht | |
| - ia | |
| - id | |
| - ie | |
| - ig | |
| - io | |
| - ja | |
| - jv | |
| - km | |
| - ko | |
| - ku | |
| - kv | |
| - ky | |
| - lb | |
| - lg | |
| - li | |
| - ln | |
| - lo | |
| - mg | |
| - mi | |
| - ml | |
| - mn | |
| - mr | |
| - ms | |
| - my | |
| - ne | |
| - om | |
| - or | |
| - os | |
| - pa | |
| - rm | |
| - rw | |
| - sc | |
| - sd | |
| - si | |
| - sk | |
| - sn | |
| - so | |
| - sr | |
| - su | |
| - sw | |
| - ta | |
| - th | |
| - tl | |
| - tn | |
| - to | |
| - ug | |
| - vi | |
| - vo | |
| - wa | |
| - wo | |
| - xh | |
| - yo | |
| - zh | |
| - ar | |
| - az | |
| - ba | |
| - be | |
| - bg | |
| - bn | |
| - bo | |
| - br | |
| - ca | |
| - cs | |
| - cy | |
| - da | |
| - de | |
| - el | |
| - en | |
| - es | |
| - et | |
| - eu | |
| - fa | |
| - fi | |
| - fo | |
| - fr | |
| - fy | |
| - ga | |
| - gd | |
| - gv | |
| - he | |
| - hi | |
| - hu | |
| - hy | |
| - is | |
| - it | |
| - ka | |
| - kk | |
| - kn | |
| - kw | |
| - la | |
| - lt | |
| - lv | |
| - mk | |
| - mt | |
| - nb | |
| - nl | |
| - nn | |
| - nv | |
| - oc | |
| - pl | |
| - ps | |
| - pt | |
| - qu | |
| - ro | |
| - ru | |
| - sa | |
| - sh | |
| - sl | |
| - sq | |
| - sv | |
| - te | |
| - tg | |
| - tk | |
| - tr | |
| - tt | |
| - uk | |
| - ur | |
| - uz | |
| - yi | |
| - ace | |
| - als | |
| - ang | |
| - arz | |
| - ast | |
| - azb | |
| - bar | |
| - bcl | |
| - bho | |
| - bjn | |
| - bpy | |
| - bxr | |
| - cbk | |
| - cdo | |
| - ceb | |
| - chr | |
| - ckb | |
| - crh | |
| - csb | |
| - diq | |
| - dsb | |
| - dty | |
| - egl | |
| - ext | |
| - frp | |
| - fur | |
| - gag | |
| - glk | |
| - hak | |
| - hif | |
| - hsb | |
| - ilo | |
| - jam | |
| - jbo | |
| - kaa | |
| - kab | |
| - kbd | |
| - koi | |
| - kok | |
| - krc | |
| - ksh | |
| - lad | |
| - lez | |
| - lij | |
| - lmo | |
| - lrc | |
| - ltg | |
| - lzh | |
| - mai | |
| - mdf | |
| - mhr | |
| - min | |
| - mrj | |
| - mwl | |
| - myv | |
| - mzn | |
| - nan | |
| - nap | |
| - nci | |
| - nds | |
| - new | |
| - nrm | |
| - nso | |
| - olo | |
| - pag | |
| - pam | |
| - pap | |
| - pcd | |
| - pdc | |
| - pfl | |
| - pnb | |
| - rue | |
| - rup | |
| - sah | |
| - scn | |
| - sco | |
| - sgs | |
| - sme | |
| - srn | |
| - stq | |
| - szl | |
| - tcy | |
| - tet | |
| - tyv | |
| - udm | |
| - vec | |
| - vep | |
| - vls | |
| - vro | |
| - war | |
| - wuu | |
| - xmf | |
| - zea | |
| - other-roa-tara | |
| - other-zh-yue | |
| - other-map-bms | |
| - other-nds-nl | |
| - 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 | |
| paperswithcode_id: wili-2018 | |
| # Dataset Card for wili_2018 | |
| ## 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:** https://zenodo.org/record/841984 | |
| - **Repository:** [Needs More Information] | |
| - **Paper:** https://arxiv.org/pdf/1801.07779 | |
| - **Leaderboard:** [Needs More Information] | |
| - **Point of Contact:** Thoma, Martin (Email: info@martin-thoma.de) | |
| ### Dataset Summary | |
| WiLI-2018, the Wikipedia language identification benchmark dataset, contains 235000 paragraphs of 235 languages. The dataset is balanced and a train-test split is provided. | |
| ### Supported Tasks and Leaderboards | |
| [Needs More Information] | |
| ### Languages | |
| 235 Different Languages | |
| ## Dataset Structure | |
| ### Data Instances | |
| ``` | |
| { | |
| 'label': 207, | |
| 'sentence': 'Ti Turkia ket maysa a demokrata, sekular, unitario, batay-linteg a republika nga addaan ti taga-ugma a tinawtawid a kultura. Ti Turkia ket umadadu a naipatipon iti Laud babaen ti panagkameng kadagiti organisasion a kas ti Konsilo iti Europa, NATO, OECD, OSCE ken ti G-20 a dagiti kangrunaan nga ekonomia. Ti Turkia ket nangrugi a nakitulag ti napno a panagkameng iti Kappon ti Europa idi 2005, nga isu ket maysa idin a kumaduaan a kameng iti Europeano a Komunidad ti Ekonomia manipud idi 1963 ken nakadanon ti maysa a tulagan ti kappon ti aduana idi 1995. Ti Turkia ket nagtaraken iti asideg a kultural, politikal, ekonomiko ken industria a panakibiang iti Tengnga a Daya, dagiti Turko nga estado iti Tengnga nga Asia ken dagiti pagilian ti Aprika babaen ti panagkameng kadagiti organisasion a kas ti Turko a Konsilo, Nagsaupan nga Administrasion iti Turko nga Arte ken Kultura, Organisasion iti Islamiko a Panagtitinnulong ken ti Organisasion ti Ekonomiko a Panagtitinnulong.' | |
| } | |
| ``` | |
| ### Data Fields | |
| [Needs More Information] | |
| ### Data Splits | |
| 175000 lines of text each for train and test data. | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [Needs More Information] | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [Needs More Information] | |
| #### Who are the source language producers? | |
| [Needs More Information] | |
| ### Annotations | |
| #### Annotation process | |
| [Needs More Information] | |
| #### Who are the annotators? | |
| [Needs More Information] | |
| ### Personal and Sensitive Information | |
| [Needs More Information] | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [Needs More Information] | |
| ### Discussion of Biases | |
| [Needs More Information] | |
| ### Other Known Limitations | |
| [Needs More Information] | |
| ## Additional Information | |
| ### Dataset Curators | |
| The dataset was initially created by Thomas Martin | |
| ### Licensing Information | |
| ODC Open Database License v1.0 | |
| ### Citation Information | |
| ``` | |
| @dataset{thoma_martin_2018_841984, | |
| author = {Thoma, Martin}, | |
| title = {{WiLI-2018 - Wikipedia Language Identification database}}, | |
| month = jan, | |
| year = 2018, | |
| publisher = {Zenodo}, | |
| version = {1.0.0}, | |
| doi = {10.5281/zenodo.841984}, | |
| url = {https://doi.org/10.5281/zenodo.841984} | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@Shubhambindal2017](https://github.com/Shubhambindal2017) for adding this dataset. |