--- language: - fr 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-fr 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: 87.6 - type: accuracy name: Dutch Test accuracy value: 89.0 - type: accuracy name: German Test accuracy value: 85.5 - type: accuracy name: Italian Test accuracy value: 91.7 - type: accuracy name: French Test accuracy value: 97.1 - type: accuracy name: Spanish Test accuracy value: 93.4 - type: accuracy name: Russian Test accuracy value: 91.4 - type: accuracy name: Swedish Test accuracy value: 89.6 - type: accuracy name: Norwegian Test accuracy value: 84.3 - type: accuracy name: Danish Test accuracy value: 90.2 - type: accuracy name: Low Saxon Test accuracy value: 32.4 - type: accuracy name: Akkadian Test accuracy value: 24.5 - type: accuracy name: Armenian Test accuracy value: 87.2 - type: accuracy name: Welsh Test accuracy value: 69.2 - type: accuracy name: Old East Slavic Test accuracy value: 71.5 - type: accuracy name: Albanian Test accuracy value: 78.3 - type: accuracy name: Slovenian Test accuracy value: 80.6 - type: accuracy name: Guajajara Test accuracy value: 20.3 - type: accuracy name: Kurmanji Test accuracy value: 78.9 - type: accuracy name: Turkish Test accuracy value: 77.9 - type: accuracy name: Finnish Test accuracy value: 86.5 - type: accuracy name: Indonesian Test accuracy value: 84.8 - type: accuracy name: Ukrainian Test accuracy value: 88.9 - type: accuracy name: Polish Test accuracy value: 88.1 - type: accuracy name: Portuguese Test accuracy value: 92.3 - type: accuracy name: Kazakh Test accuracy value: 82.9 - type: accuracy name: Latin Test accuracy value: 79.6 - type: accuracy name: Old French Test accuracy value: 68.2 - type: accuracy name: Buryat Test accuracy value: 53.6 - type: accuracy name: Kaapor Test accuracy value: 15.0 - type: accuracy name: Korean Test accuracy value: 64.3 - type: accuracy name: Estonian Test accuracy value: 87.5 - type: accuracy name: Croatian Test accuracy value: 89.5 - type: accuracy name: Gothic Test accuracy value: 11.6 - type: accuracy name: Swiss German Test accuracy value: 39.5 - type: accuracy name: Assyrian Test accuracy value: 14.8 - type: accuracy name: North Sami Test accuracy value: 27.0 - type: accuracy name: Naija Test accuracy value: 36.9 - type: accuracy name: Latvian Test accuracy value: 87.7 - type: accuracy name: Chinese Test accuracy value: 44.1 - type: accuracy name: Tagalog Test accuracy value: 72.8 - type: accuracy name: Bambara Test accuracy value: 24.7 - type: accuracy name: Lithuanian Test accuracy value: 86.9 - type: accuracy name: Galician Test accuracy value: 91.6 - type: accuracy name: Vietnamese Test accuracy value: 67.0 - type: accuracy name: Greek Test accuracy value: 88.0 - type: accuracy name: Catalan Test accuracy value: 92.5 - type: accuracy name: Czech Test accuracy value: 89.7 - type: accuracy name: Erzya Test accuracy value: 41.2 - type: accuracy name: Bhojpuri Test accuracy value: 48.9 - type: accuracy name: Thai Test accuracy value: 56.3 - type: accuracy name: Marathi Test accuracy value: 83.4 - type: accuracy name: Basque Test accuracy value: 75.9 - type: accuracy name: Slovak Test accuracy value: 91.1 - type: accuracy name: Kiche Test accuracy value: 32.5 - type: accuracy name: Yoruba Test accuracy value: 19.4 - type: accuracy name: Warlpiri Test accuracy value: 26.3 - type: accuracy name: Tamil Test accuracy value: 83.5 - type: accuracy name: Maltese Test accuracy value: 17.4 - type: accuracy name: Ancient Greek Test accuracy value: 60.2 - type: accuracy name: Icelandic Test accuracy value: 83.2 - type: accuracy name: Mbya Guarani Test accuracy value: 26.1 - type: accuracy name: Urdu Test accuracy value: 67.5 - type: accuracy name: Romanian Test accuracy value: 87.1 - type: accuracy name: Persian Test accuracy value: 78.6 - type: accuracy name: Apurina Test accuracy value: 26.1 - type: accuracy name: Japanese Test accuracy value: 32.3 - type: accuracy name: Hungarian Test accuracy value: 86.3 - type: accuracy name: Hindi Test accuracy value: 73.7 - type: accuracy name: Classical Chinese Test accuracy value: 28.4 - type: accuracy name: Komi Permyak Test accuracy value: 35.0 - type: accuracy name: Faroese Test accuracy value: 75.7 - type: accuracy name: Sanskrit Test accuracy value: 17.9 - type: accuracy name: Livvi Test accuracy value: 53.2 - type: accuracy name: Arabic Test accuracy value: 83.1 - type: accuracy name: Wolof Test accuracy value: 24.6 - type: accuracy name: Bulgarian Test accuracy value: 90.9 - type: accuracy name: Akuntsu Test accuracy value: 35.2 - type: accuracy name: Makurap Test accuracy value: 13.0 - type: accuracy name: Kangri Test accuracy value: 43.0 - type: accuracy name: Breton Test accuracy value: 67.7 - type: accuracy name: Telugu Test accuracy value: 83.6 - type: accuracy name: Cantonese Test accuracy value: 51.6 - type: accuracy name: Old Church Slavonic Test accuracy value: 43.3 - type: accuracy name: Karelian Test accuracy value: 67.3 - type: accuracy name: Upper Sorbian Test accuracy value: 65.1 - type: accuracy name: South Levantine Arabic Test accuracy value: 69.3 - type: accuracy name: Komi Zyrian Test accuracy value: 29.5 - type: accuracy name: Irish Test accuracy value: 69.4 - type: accuracy name: Nayini Test accuracy value: 48.7 - type: accuracy name: Munduruku Test accuracy value: 19.9 - type: accuracy name: Manx Test accuracy value: 27.6 - type: accuracy name: Skolt Sami Test accuracy value: 26.9 - type: accuracy name: Afrikaans Test accuracy value: 84.9 - type: accuracy name: Old Turkish Test accuracy value: 38.0 - type: accuracy name: Tupinamba Test accuracy value: 22.8 - type: accuracy name: Belarusian Test accuracy value: 89.5 - type: accuracy name: Serbian Test accuracy value: 90.8 - type: accuracy name: Moksha Test accuracy value: 39.0 - type: accuracy name: Western Armenian Test accuracy value: 76.8 - type: accuracy name: Scottish Gaelic Test accuracy value: 60.0 - type: accuracy name: Khunsari Test accuracy value: 35.1 - type: accuracy name: Hebrew Test accuracy value: 94.8 - type: accuracy name: Uyghur Test accuracy value: 75.2 - type: accuracy name: Chukchi Test accuracy value: 30.9 --- # XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: French 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.