afro xlmr base AfroXLMR base was created by MLM adaptation of XLM R base model on 17 African languages (Afrikaans, Amharic, Hausa, Igbo, Malagasy, Chichewa, Oromo, Naija, Kinyarwanda, Kirundi, Shona, Somali, Sesotho, Swahili, isiXhosa, Yoruba, and isiZulu) covering the major African language families and 3 high resource languages (Arabic, French, and English). Eval results on MasakhaNER (F score) language XLM R miniLM XLM R base XLM R large afro xlmr base afro xlmr small afro xlmr mini amh 69.5 70.6 76.2 76.1 70.1 69.7 hau 74.5 89.5 90.5 91.2 91.4 87.7 ibo 81.9 84.8 84.1 87.4 86.6 83.5 kin 68.6 73.3 73.8 78.0 77.5 74.1 lug 64.7 79.7 81.6 82.9 83.2 77.4 luo 11.7 74.9 73.6 75.1 75.4 17.5 pcm 83.2 87.3 89.0 89.6 89.0 85.5 swa 86.3 87.4 89.4 88.6 88.7 86.0 wol 51.7 63.9 67.9 67.4 65.9 59.0 yor 72.0 78.3 78.9 82.1 81.3 75.1 BibTeX entry and citation info.
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