--- language: - ar license: apache-2.0 library_name: transformers tags: - part-of-speech - token-classification datasets: - universal_dependencies metrics: - accuracy model-index: - name: xlm-roberta-base-ft-udpos28-ar results: - task: type: token-classification name: Part-of-Speech Tagging dataset: type: universal_dependencies name: Universal Dependencies v2.8 metrics: - type: accuracy name: English Test accuracy value: 62.8 - type: accuracy name: Dutch Test accuracy value: 63.5 - type: accuracy name: German Test accuracy value: 63.8 - type: accuracy name: Italian Test accuracy value: 60.2 - type: accuracy name: French Test accuracy value: 58.5 - type: accuracy name: Spanish Test accuracy value: 64.9 - type: accuracy name: Russian Test accuracy value: 77.2 - type: accuracy name: Swedish Test accuracy value: 68.5 - type: accuracy name: Norwegian Test accuracy value: 64.6 - type: accuracy name: Danish Test accuracy value: 66.1 - type: accuracy name: Low Saxon Test accuracy value: 28.0 - type: accuracy name: Akkadian Test accuracy value: 3.9 - type: accuracy name: Armenian Test accuracy value: 69.4 - type: accuracy name: Welsh Test accuracy value: 58.8 - type: accuracy name: Old East Slavic Test accuracy value: 55.6 - type: accuracy name: Albanian Test accuracy value: 68.1 - type: accuracy name: Slovenian Test accuracy value: 64.7 - type: accuracy name: Guajajara Test accuracy value: 15.0 - type: accuracy name: Kurmanji Test accuracy value: 59.1 - type: accuracy name: Turkish Test accuracy value: 62.4 - type: accuracy name: Finnish Test accuracy value: 66.9 - type: accuracy name: Indonesian Test accuracy value: 66.3 - type: accuracy name: Ukrainian Test accuracy value: 77.7 - type: accuracy name: Polish Test accuracy value: 77.0 - type: accuracy name: Portuguese Test accuracy value: 66.5 - type: accuracy name: Kazakh Test accuracy value: 68.1 - type: accuracy name: Latin Test accuracy value: 60.9 - type: accuracy name: Old French Test accuracy value: 25.6 - type: accuracy name: Buryat Test accuracy value: 33.6 - type: accuracy name: Kaapor Test accuracy value: 2.5 - type: accuracy name: Korean Test accuracy value: 52.0 - type: accuracy name: Estonian Test accuracy value: 66.5 - type: accuracy name: Croatian Test accuracy value: 73.3 - type: accuracy name: Gothic Test accuracy value: 7.2 - type: accuracy name: Swiss German Test accuracy value: 30.4 - type: accuracy name: Assyrian Test accuracy value: 14.6 - type: accuracy name: North Sami Test accuracy value: 19.2 - type: accuracy name: Naija Test accuracy value: 26.6 - type: accuracy name: Latvian Test accuracy value: 69.9 - type: accuracy name: Chinese Test accuracy value: 30.3 - type: accuracy name: Tagalog Test accuracy value: 55.1 - type: accuracy name: Bambara Test accuracy value: 15.7 - type: accuracy name: Lithuanian Test accuracy value: 73.0 - type: accuracy name: Galician Test accuracy value: 67.5 - type: accuracy name: Vietnamese Test accuracy value: 60.7 - type: accuracy name: Greek Test accuracy value: 64.7 - type: accuracy name: Catalan Test accuracy value: 60.5 - type: accuracy name: Czech Test accuracy value: 75.4 - type: accuracy name: Erzya Test accuracy value: 27.3 - type: accuracy name: Bhojpuri Test accuracy value: 40.9 - type: accuracy name: Thai Test accuracy value: 53.7 - type: accuracy name: Marathi Test accuracy value: 68.7 - type: accuracy name: Basque Test accuracy value: 59.4 - type: accuracy name: Slovak Test accuracy value: 74.7 - type: accuracy name: Kiche Test accuracy value: 19.0 - type: accuracy name: Yoruba Test accuracy value: 14.9 - type: accuracy name: Warlpiri Test accuracy value: 18.6 - type: accuracy name: Tamil Test accuracy value: 63.0 - type: accuracy name: Maltese Test accuracy value: 15.1 - type: accuracy name: Ancient Greek Test accuracy value: 41.1 - type: accuracy name: Icelandic Test accuracy value: 61.6 - type: accuracy name: Mbya Guarani Test accuracy value: 20.3 - type: accuracy name: Urdu Test accuracy value: 57.4 - type: accuracy name: Romanian Test accuracy value: 68.4 - type: accuracy name: Persian Test accuracy value: 76.1 - type: accuracy name: Apurina Test accuracy value: 22.4 - type: accuracy name: Japanese Test accuracy value: 17.9 - type: accuracy name: Hungarian Test accuracy value: 61.1 - type: accuracy name: Hindi Test accuracy value: 64.1 - type: accuracy name: Classical Chinese Test accuracy value: 5.6 - type: accuracy name: Komi Permyak Test accuracy value: 30.9 - type: accuracy name: Faroese Test accuracy value: 54.4 - type: accuracy name: Sanskrit Test accuracy value: 4.9 - type: accuracy name: Livvi Test accuracy value: 40.3 - type: accuracy name: Arabic Test accuracy value: 75.9 - type: accuracy name: Wolof Test accuracy value: 14.6 - type: accuracy name: Bulgarian Test accuracy value: 75.3 - type: accuracy name: Akuntsu Test accuracy value: 10.5 - type: accuracy name: Makurap Test accuracy value: 2.1 - type: accuracy name: Kangri Test accuracy value: 29.2 - type: accuracy name: Breton Test accuracy value: 39.1 - type: accuracy name: Telugu Test accuracy value: 63.2 - type: accuracy name: Cantonese Test accuracy value: 30.1 - type: accuracy name: Old Church Slavonic Test accuracy value: 27.7 - type: accuracy name: Karelian Test accuracy value: 44.2 - type: accuracy name: Upper Sorbian Test accuracy value: 54.6 - type: accuracy name: South Levantine Arabic Test accuracy value: 58.8 - type: accuracy name: Komi Zyrian Test accuracy value: 28.7 - type: accuracy name: Irish Test accuracy value: 51.4 - type: accuracy name: Nayini Test accuracy value: 26.9 - type: accuracy name: Munduruku Test accuracy value: 7.0 - type: accuracy name: Manx Test accuracy value: 18.3 - type: accuracy name: Skolt Sami Test accuracy value: 25.9 - type: accuracy name: Afrikaans Test accuracy value: 62.5 - type: accuracy name: Old Turkish Test accuracy value: 37.1 - type: accuracy name: Tupinamba Test accuracy value: 18.3 - type: accuracy name: Belarusian Test accuracy value: 77.2 - type: accuracy name: Serbian Test accuracy value: 73.7 - type: accuracy name: Moksha Test accuracy value: 26.2 - type: accuracy name: Western Armenian Test accuracy value: 58.5 - type: accuracy name: Scottish Gaelic Test accuracy value: 40.4 - type: accuracy name: Khunsari Test accuracy value: 29.7 - type: accuracy name: Hebrew Test accuracy value: 77.1 - type: accuracy name: Uyghur Test accuracy value: 56.2 - type: accuracy name: Chukchi Test accuracy value: 27.5 --- # XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Arabic This model is part of our paper called: - Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages Check the [Space]([Space](https://huggingface.co/spaces/wietsedv/xpos)) for more details.