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--- |
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license: mit |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: afro-xlmr-large-76L_script |
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results: [] |
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language: |
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- en |
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- am |
|
- ar |
|
- so |
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- sw |
|
- pt |
|
- af |
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- fr |
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- zu |
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- mg |
|
- ha |
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- sn |
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- arz |
|
- ny |
|
- ig |
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- xh |
|
- yo |
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- st |
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- rw |
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- tn |
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- ti |
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- ts |
|
- om |
|
- run |
|
- nso |
|
- ee |
|
- ln |
|
- tw |
|
- pcm |
|
- gaa |
|
- loz |
|
- lg |
|
- guw |
|
- bem |
|
- efi |
|
- lue |
|
- lua |
|
- toi |
|
- ve |
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- tum |
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- tll |
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- iso |
|
- kqn |
|
- zne |
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- umb |
|
- mos |
|
- tiv |
|
- lu |
|
- ff |
|
- kwy |
|
- bci |
|
- rnd |
|
- luo |
|
- wal |
|
- ss |
|
- lun |
|
- wo |
|
- nyk |
|
- kj |
|
- ki |
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- fon |
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- bm |
|
- cjk |
|
- din |
|
- dyu |
|
- kab |
|
- kam |
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- kbp |
|
- kr |
|
- kmb |
|
- kg |
|
- nus |
|
- sg |
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- taq |
|
- tzm |
|
- nqo |
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--- |
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|
|
|
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# afro-xlmr-large-76L_script |
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|
|
AfroXLMR-large was created by first augmenting the XLM-R-large model with missing scripts (N'Ko and Tifinagh), followed by an MLM adaptation of the expanded XLM-R-large model on 76 languages widely spoken in Africa |
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including 4 high-resource languages. |
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|
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### Pre-training corpus |
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A mix of mC4, Wikipedia and OPUS data |
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|
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### Languages |
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|
|
There are 75 languages available : |
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- English (eng) |
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- Amharic (amh) |
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- Arabic (ara) |
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- Somali (som) |
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- Kiswahili (swa) |
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- Portuguese (por) |
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- Afrikaans (afr) |
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- French (fra) |
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- isiZulu (zul) |
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- Malagasy (mlg) |
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- Hausa (hau) |
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- chiShona (sna) |
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- Egyptian Arabic (arz) |
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- Chichewa (nya) |
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- Igbo (ibo) |
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- isiXhosa (xho) |
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- Yorùbá (yor) |
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- Sesotho (sot) |
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- Kinyarwanda (kin) |
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- Tigrinya (tir) |
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- Tsonga (tso) |
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- Oromo (orm) |
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- Rundi (run) |
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- Northern Sotho (nso) |
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- Ewe (ewe) |
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- Lingala (lin) |
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- Twi (twi) |
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- Nigerian Pidgin (pcm) |
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- Ga (gaa) |
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- Lozi (loz) |
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- Luganda (lug) |
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- Gun (guw) |
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- Bemba (bem) |
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- Efik (efi) |
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- Luvale (lue) |
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- Luba-Lulua (lua) |
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- Tonga (toi) |
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- Tshivenḓa (ven) |
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- Tumbuka (tum) |
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- Tetela (tll) |
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- Isoko (iso) |
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- Kaonde (kqn) |
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- Zande (zne) |
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- Umbundu (umb) |
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- Mossi (mos) |
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- Tiv (tiv) |
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- Luba-Katanga (lub) |
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- Fula (fuv) |
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- San Salvador Kongo (kwy) |
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- Baoulé (bci) |
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- Ruund (rnd) |
|
- Luo (luo) |
|
- Wolaitta (wal) |
|
- Swazi (ssw) |
|
- Lunda (lun) |
|
- Wolof (wol) |
|
- Nyaneka (nyk) |
|
- Kwanyama (kua) |
|
- Kikuyu (kik) |
|
- Fon (fon) |
|
- Bambara (bam) |
|
- Chokwe (cjk) |
|
- Dinka (dik) |
|
- Dyula (dyu) |
|
- Kabyle (kab) |
|
- Kamba (kam) |
|
- Kabiyè (kbp) |
|
- Kanuri (knc) |
|
- Kimbundu (kmb) |
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- Kikongo (kon) |
|
- Nuer (nus) |
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- Sango (sag) |
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- Tamasheq (taq) |
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- Tamazight (tzm) |
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- N'ko (nqo) |
|
|
|
|
|
### Acknowledgment |
|
|
|
### BibTeX entry and citation info. |
|
``` |
|
@misc{adelani2023sib200, |
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title={SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects}, |
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author={David Ifeoluwa Adelani and Hannah Liu and Xiaoyu Shen and Nikita Vassilyev and Jesujoba O. Alabi and Yanke Mao and Haonan Gao and Annie En-Shiun Lee}, |
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year={2023}, |
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eprint={2309.07445}, |
|
archivePrefix={arXiv}, |
|
primaryClass={cs.CL} |
|
} |
|
|
|
``` |
