| | --- |
| | annotations_creators: |
| | - found |
| | language_creators: |
| | - expert-generated |
| | license: cc-by-sa-4.0 |
| | pretty_name: OLDI-Seed |
| | task_categories: |
| | - text-generation |
| | - translation |
| | language: |
| | - ace |
| | - ary |
| | - arz |
| | - bam |
| | - ban |
| | - ben |
| | - bho |
| | - bjn |
| | - bug |
| | - crh |
| | - dik |
| | - dzo |
| | - eng |
| | - fra |
| | - fur |
| | - fuv |
| | - gug |
| | - hne |
| | - ita |
| | - kas |
| | - knc |
| | - lij |
| | - lim |
| | - lmo |
| | - ltg |
| | - mag |
| | - mni |
| | - mri |
| | - nqo |
| | - nus |
| | - pbt |
| | - prs |
| | - scn |
| | - shn |
| | - spa |
| | - srd |
| | - szl |
| | - taq |
| | - vec |
| | - zgh |
| | configs: |
| | - config_name: default |
| | data_files: |
| | - split: train |
| | path: seed/*.parquet |
| | - config_name: ace_Arab |
| | data_files: |
| | - split: train |
| | path: seed/ace_Arab.parquet |
| | - config_name: ace_Latn |
| | data_files: |
| | - split: train |
| | path: seed/ace_Latn.parquet |
| | - config_name: ary_Arab |
| | data_files: |
| | - split: train |
| | path: seed/ary_Arab.parquet |
| | - config_name: arz_Arab |
| | data_files: |
| | - split: train |
| | path: seed/arz_Arab.parquet |
| | - config_name: bam_Latn |
| | data_files: |
| | - split: train |
| | path: seed/bam_Latn.parquet |
| | - config_name: ban_Latn |
| | data_files: |
| | - split: train |
| | path: seed/ban_Latn.parquet |
| | - config_name: ben_Beng |
| | data_files: |
| | - split: train |
| | path: seed/ben_Beng.parquet |
| | - config_name: bho_Deva |
| | data_files: |
| | - split: train |
| | path: seed/bho_Deva.parquet |
| | - config_name: bjn_Arab |
| | data_files: |
| | - split: train |
| | path: seed/bjn_Arab.parquet |
| | - config_name: bjn_Latn |
| | data_files: |
| | - split: train |
| | path: seed/bjn_Latn.parquet |
| | - config_name: bug_Latn |
| | data_files: |
| | - split: train |
| | path: seed/bug_Latn.parquet |
| | - config_name: crh_Latn |
| | data_files: |
| | - split: train |
| | path: seed/crh_Latn.parquet |
| | - config_name: dik_Latn |
| | data_files: |
| | - split: train |
| | path: seed/dik_Latn.parquet |
| | - config_name: dzo_Tibt |
| | data_files: |
| | - split: train |
| | path: seed/dzo_Tibt.parquet |
| | - config_name: eng_Latn |
| | data_files: |
| | - split: train |
| | path: seed/eng_Latn.parquet |
| | - config_name: fra_Latn |
| | data_files: |
| | - split: train |
| | path: seed/fra_Latn.parquet |
| | - config_name: fur_Latn |
| | data_files: |
| | - split: train |
| | path: seed/fur_Latn.parquet |
| | - config_name: fuv_Latn |
| | data_files: |
| | - split: train |
| | path: seed/fuv_Latn.parquet |
| | - config_name: gug_Latn |
| | data_files: |
| | - split: train |
| | path: seed/gug_Latn.parquet |
| | - config_name: hne_Deva |
| | data_files: |
| | - split: train |
| | path: seed/hne_Deva.parquet |
| | - config_name: ita_Latn |
| | data_files: |
| | - split: train |
| | path: seed/ita_Latn.parquet |
| | - config_name: kas_Arab |
| | data_files: |
| | - split: train |
| | path: seed/kas_Arab.parquet |
| | - config_name: kas_Deva |
| | data_files: |
| | - split: train |
| | path: seed/kas_Deva.parquet |
| | - config_name: knc_Arab |
| | data_files: |
| | - split: train |
| | path: seed/knc_Arab.parquet |
| | - config_name: knc_Latn |
| | data_files: |
| | - split: train |
| | path: seed/knc_Latn.parquet |
| | - config_name: lij_Latn |
| | data_files: |
| | - split: train |
| | path: seed/lij_Latn.parquet |
| | - config_name: lim_Latn |
| | data_files: |
| | - split: train |
| | path: seed/lim_Latn.parquet |
| | - config_name: lmo_Latn |
| | data_files: |
| | - split: train |
| | path: seed/lmo_Latn.parquet |
| | - config_name: ltg_Latn |
| | data_files: |
| | - split: train |
| | path: seed/ltg_Latn.parquet |
| | - config_name: mag_Deva |
| | data_files: |
| | - split: train |
| | path: seed/mag_Deva.parquet |
| | - config_name: mni_Beng |
| | data_files: |
| | - split: train |
| | path: seed/mni_Beng.parquet |
| | - config_name: mri_Latn |
| | data_files: |
| | - split: train |
| | path: seed/mri_Latn.parquet |
| | - config_name: nqo_Nkoo |
| | data_files: |
| | - split: train |
| | path: seed/nqo_Nkoo.parquet |
| | - config_name: nus_Latn |
| | data_files: |
| | - split: train |
| | path: seed/nus_Latn.parquet |
| | - config_name: pbt_Arab |
| | data_files: |
| | - split: train |
| | path: seed/pbt_Arab.parquet |
| | - config_name: prs_Arab |
| | data_files: |
| | - split: train |
| | path: seed/prs_Arab.parquet |
| | - config_name: scn_Latn |
| | data_files: |
| | - split: train |
| | path: seed/scn_Latn.parquet |
| | - config_name: shn_Mymr |
| | data_files: |
| | - split: train |
| | path: seed/shn_Mymr.parquet |
| | - config_name: spa_Latn |
| | data_files: |
| | - split: train |
| | path: seed/spa_Latn.parquet |
| | - config_name: srd_Latn |
| | data_files: |
| | - split: train |
| | path: seed/srd_Latn.parquet |
| | - config_name: szl_Latn |
| | data_files: |
| | - split: train |
| | path: seed/szl_Latn.parquet |
| | - config_name: taq_Latn |
| | data_files: |
| | - split: train |
| | path: seed/taq_Latn.parquet |
| | - config_name: taq_Tfng |
| | data_files: |
| | - split: train |
| | path: seed/taq_Tfng.parquet |
| | - config_name: vec_Latn |
| | data_files: |
| | - split: train |
| | path: seed/vec_Latn.parquet |
| | - config_name: zgh_Tfng |
| | data_files: |
| | - split: train |
| | path: seed/zgh_Tfng.parquet |
| | --- |
| | Click to add a cell. |
| | --- |
| | # OLDI Seed Machine Translation Datacard |
| |
|
| | OLDI Seed is a machine translation dataset designed to be used to kick-start machine translation models for language directions which currently lack large-scale datasets. |
| |
|
| |
|
| | ## Dataset Details |
| |
|
| | ### Dataset Description |
| |
|
| | OLDI Seed is a parallel corpus which consists of 6,193 sentences sampled from English Wikipedia and translated into 44 languages. It can be used to kick-start machine translation models for language directions which currently lack large-scale datasets. |
| |
|
| | The data, which is licensed under [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/), is currently being managed by OLDI, the [Open Language Data Initiative](https://oldi.org). |
| |
|
| | - **Curated by:** [The Open Language Data Initiative](https://oldi.org/) |
| | - **Language(s) (NLP):** Around 40, see documentation for full list. |
| | - **License:** [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/) |
| |
|
| | ### Dataset Sources |
| |
|
| | OLDI Seed is an updated version of the open source seed dataset described in the paper [Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation](https://aclanthology.org/2023.acl-long.154): |
| |
|
| | ```bibtex |
| | @inproceedings{seed-23, |
| | title = {Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation}, |
| | author = {Maillard, Jean and Gao, Cynthia and Kalbassi, Elahe and Sadagopan, Kaushik Ram and Goswami, Vedanuj and Koehn, Philipp and Fan, Angela and Guzmán, Francisco}, |
| | booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)}, |
| | year = {2023}, |
| | address = {Toronto, Canada}, |
| | publisher = {Association for Computational Linguistics}, |
| | pages = {2740--2756}, |
| | url = {https://aclanthology.org/2023.acl-long.154}, |
| | } |
| | ``` |
| |
|
| | Other authors have since contributed to the dataset. If you use this dataset in your work, please cite the relevant papers listed in [bibliography.bib](bibliography.bib). |
| |
|
| | ## Uses |
| |
|
| | OLDI Seed is intended to be used to kick-start machine translation models for language directions which currently lack large-scale datasets. |
| |
|
| | ## Dataset Structure |
| |
|
| | Each instance in the dataset is structured as in the following example: |
| |
|
| | ```json |
| | { |
| | "id": 17, |
| | "iso_639_3": "gug", |
| | "iso_15924": "Latn", |
| | "glottocode": "para1311", |
| | "text": "Osẽ emperatriz viuda Maria Feodorovna-ramo peteĩ musical de Broadway mbykymi héravaa Anya 1965 arýpe.", |
| | "url": "https://en.wikipedia.org/wiki/Lillian_Gish", |
| | "last_updated": "1.0" |
| | } |
| | ``` |
| |
|
| | ### Data Fields |
| | - `id`: ID number for each line of data. Lines with the same ID in the same split are translations of each other. |
| | - `iso_639_3`: The ISO 639-3 code indicating the language variety. |
| | - `iso_15924`: The ISO 15924 code indicating the script. |
| | - `glottocode`: The [Glottocode](https://glottolog.org/glottolog/language) corresponding to the language variety. |
| | - `text`: A line of text in the indicated language. |
| | - `url`: The URL for the English article from which the sentence was extracted. |
| | - `last_updated`: The version number of the dataset in which the entry was last updated. |
| |
|
| | ## Dataset Creation |
| |
|
| | See the paper [Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation](https://aclanthology.org/2023.acl-long.154) and the [NLLB paper](https://arxiv.org/pdf/2207.04672#page=18.71) for more details. |
| |
|
| | ### Additional Datacards |
| |
|
| | The datasets for some language varieties have individual datacards describing their creation. These can be found in the [dataset_cards](https://huggingface.co/datasets/openlanguagedata/oldi_seed/tree/main/dataset_cards) directory. |
| |
|
| | ## Dataset Card Contact |
| |
|
| | For more information about the OLDI Seed dataset, please see [oldi.org](https://oldi.org/) |
| |
|
| | ## Contributing |
| |
|
| | Fixes and new language contributions are most welcome. |
| |
|
| | By contributing to this project you agree to the [Developer Certificate of |
| | Origin (DCO)](DCO). This document was created by the Linux Kernel community and is a |
| | simple statement that you, as a contributor, have the legal right to make the |
| | contribution. |
| |
|
| | In order to show your agreement with the DCO you should include at the end of commit message, |
| | the following line: `Signed-off-by: John Doe <john.doe@example.com>`, using your real name. |
| |
|
| | This can be done easily using the `-s` flag on the `git commit`. |
| |
|
| | Please see the [Contribution guidelines](https://oldi.org/guidelines) for further information. |
| |
|
| | ## Changelog |
| |
|
| | See [CHANGELOG.md](CHANGELOG.md) for information about the latest changes. |
| |
|
| | ## Language coverage |
| | | Code | Script | Glottocode | Name | Notes | |
| | |-------|--------|------------|-----------------------------------|------------------------------------------------------------| |
| | | `ace` | `Arab` | `achi1257` | Acehnese (Jawi script) | | |
| | | `ace` | `Latn` | `achi1257` | Acehnese (Latin script) | | |
| | | `ary` | `Arab` | `moro1292` | Moroccan Arabic | | |
| | | `arz` | `Arab` | `egyp1253` | Egyptian Arabic | | |
| | | `bam` | `Latn` | `bamb1269` | Bambara | | |
| | | `ban` | `Latn` | `bali1278` | Balinese | | |
| | | `ben` | `Beng` | `beng1280` | Bengali | | |
| | | `bho` | `Deva` | `bhoj1244` | Bhojpuri | | |
| | | `bjn` | `Arab` | `banj1239` | Banjar (Jawi script) | | |
| | | `bjn` | `Latn` | `banj1239` | Banjar (Latin script) | | |
| | | `bug` | `Latn` | `bugi1244` | Buginese | | |
| | | `crh` | `Latn` | `crim1257` | Crimean Tatar | | |
| | | `dik` | `Latn` | `sout2832` | Southwestern Dinka | | |
| | | `dzo` | `Tibt` | `dzon1239` | Dzongkha | | |
| | | `eng` | `Latn` | `stan1293` | English | | |
| | | `fra` | `Latn` | `stan1290` | French | | |
| | | `fur` | `Latn` | `east2271` | Friulian | | |
| | | `fuv` | `Latn` | `nige1253` | Nigerian Fulfulde | | |
| | | `gug` | `Latn` | `para1311` | Paraguayan Guaraní | | |
| | | `hne` | `Deva` | `chha1249` | Chhattisgarhi | | |
| | | `ita` | `Latn` | `ital1282` | Italian | | |
| | | `kas` | `Arab` | `kash1277` | Kashmiri (Arabic script) | | |
| | | `kas` | `Deva` | `kash1277` | Kashmiri (Devanagari script) | | |
| | | `kir` | `Cyrl` | `kirg1245` | Kyrgyz | | |
| | | `knc` | `Arab` | `cent2050` | Central Kanuri (Arabic script) | | |
| | | `knc` | `Latn` | `cent2050` | Central Kanuri (Latin script) | | |
| | | `lij` | `Latn` | `geno1240` | Ligurian (Genoese) | | |
| | | `lim` | `Latn` | `limb1263` | Limburgish | | |
| | | `lmo` | `Latn` | `lomb1257` | Lombard | [[1]](https://github.com/openlanguagedata/flores/issues/5) | |
| | | `ltg` | `Latn` | `east2282` | Latgalian | | |
| | | `mag` | `Deva` | `maga1260` | Magahi | | |
| | | `mni` | `Beng` | `mani1292` | Meitei (Manipuri, Bengali script) | | |
| | | `mri` | `Latn` | `maor1246` | Maori | | |
| | | `nqo` | `Nkoo` | `nkoa1234` | Nko | | |
| | | `nus` | `Latn` | `nuer1246` | Nuer | | |
| | | `pbt` | `Arab` | `sout2649` | Southern Pashto | | |
| | | `prs` | `Arab` | `dari1249` | Dari | | |
| | | `scn` | `Latn` | `sici1248` | Sicilian | | |
| | | `shn` | `Mymr` | `shan1277` | Shan | | |
| | | `spa` | `Latn` | `amer1254` | Spanish (Latin American) | | |
| | | `srd` | `Latn` | `sard1257` | Sardinian | [[1]](https://github.com/openlanguagedata/flores/issues/6) | |
| | | `szl` | `Latn` | `sile1253` | Silesian | | |
| | | `taq` | `Latn` | `tama1365` | Tamasheq (Latin script) | | |
| | | `taq` | `Tfng` | `tama1365` | Tamasheq (Tifinagh script) | | |
| | | `vec` | `Latn` | `vene1259` | Venetian | | |
| | | `zgh` | `Tfng` | `stan1324` | Standard Moroccan Tamazight | | |
| |
|
| |
|
| |
|
