XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Basque
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 for more details.
Usage
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-eu")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-eu")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-eu
Space using wietsedv/xlm-roberta-base-ft-udpos28-eu 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported65.800
- Dutch Test accuracy on Universal Dependencies v2.8self-reported63.500
- German Test accuracy on Universal Dependencies v2.8self-reported66.300
- Italian Test accuracy on Universal Dependencies v2.8self-reported65.500
- French Test accuracy on Universal Dependencies v2.8self-reported61.200
- Spanish Test accuracy on Universal Dependencies v2.8self-reported62.000
- Russian Test accuracy on Universal Dependencies v2.8self-reported74.900
- Swedish Test accuracy on Universal Dependencies v2.8self-reported66.600
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported61.800
- Danish Test accuracy on Universal Dependencies v2.8self-reported66.500
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported48.300
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported40.900
- Armenian Test accuracy on Universal Dependencies v2.8self-reported80.800
- Welsh Test accuracy on Universal Dependencies v2.8self-reported53.500
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported65.100
- Albanian Test accuracy on Universal Dependencies v2.8self-reported66.900
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported67.300
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported32.000
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported66.200
- Turkish Test accuracy on Universal Dependencies v2.8self-reported75.700
- Finnish Test accuracy on Universal Dependencies v2.8self-reported79.200
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported71.500
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported74.600
- Polish Test accuracy on Universal Dependencies v2.8self-reported73.800
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported69.500
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported84.000
- Latin Test accuracy on Universal Dependencies v2.8self-reported68.100
- Old French Test accuracy on Universal Dependencies v2.8self-reported45.000
- Buryat Test accuracy on Universal Dependencies v2.8self-reported66.600
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported27.900
- Korean Test accuracy on Universal Dependencies v2.8self-reported65.400
- Estonian Test accuracy on Universal Dependencies v2.8self-reported79.400
- Croatian Test accuracy on Universal Dependencies v2.8self-reported74.600
- Gothic Test accuracy on Universal Dependencies v2.8self-reported30.800
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported41.300
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported15.900
- North Sami Test accuracy on Universal Dependencies v2.8self-reported41.900
- Naija Test accuracy on Universal Dependencies v2.8self-reported37.400
- Latvian Test accuracy on Universal Dependencies v2.8self-reported79.800
- Chinese Test accuracy on Universal Dependencies v2.8self-reported46.900
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported56.600
- Bambara Test accuracy on Universal Dependencies v2.8self-reported29.800
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported80.900
- Galician Test accuracy on Universal Dependencies v2.8self-reported68.700
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported63.800
- Greek Test accuracy on Universal Dependencies v2.8self-reported65.300
- Catalan Test accuracy on Universal Dependencies v2.8self-reported58.000
- Czech Test accuracy on Universal Dependencies v2.8self-reported74.000
- Erzya Test accuracy on Universal Dependencies v2.8self-reported49.400
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported53.400
- Thai Test accuracy on Universal Dependencies v2.8self-reported53.100
- Marathi Test accuracy on Universal Dependencies v2.8self-reported78.500
- Basque Test accuracy on Universal Dependencies v2.8self-reported95.700
- Slovak Test accuracy on Universal Dependencies v2.8self-reported75.900
- Kiche Test accuracy on Universal Dependencies v2.8self-reported35.300
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported28.400
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported43.300
- Tamil Test accuracy on Universal Dependencies v2.8self-reported86.500
- Maltese Test accuracy on Universal Dependencies v2.8self-reported35.500
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported59.200
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported65.200
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported35.400
- Urdu Test accuracy on Universal Dependencies v2.8self-reported64.400
- Romanian Test accuracy on Universal Dependencies v2.8self-reported68.900
- Persian Test accuracy on Universal Dependencies v2.8self-reported63.900
- Apurina Test accuracy on Universal Dependencies v2.8self-reported39.400
- Japanese Test accuracy on Universal Dependencies v2.8self-reported39.200
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported69.600
- Hindi Test accuracy on Universal Dependencies v2.8self-reported68.700
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported27.900
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported52.000
- Faroese Test accuracy on Universal Dependencies v2.8self-reported62.500
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported40.800
- Livvi Test accuracy on Universal Dependencies v2.8self-reported65.800
- Arabic Test accuracy on Universal Dependencies v2.8self-reported63.500
- Wolof Test accuracy on Universal Dependencies v2.8self-reported37.600
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported68.800
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported41.100
- Makurap Test accuracy on Universal Dependencies v2.8self-reported24.000
- Kangri Test accuracy on Universal Dependencies v2.8self-reported54.300
- Breton Test accuracy on Universal Dependencies v2.8self-reported52.900
- Telugu Test accuracy on Universal Dependencies v2.8self-reported82.400
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported49.000
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported46.700
- Karelian Test accuracy on Universal Dependencies v2.8self-reported71.100
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported65.900
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported61.300
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported47.200
- Irish Test accuracy on Universal Dependencies v2.8self-reported53.700
- Nayini Test accuracy on Universal Dependencies v2.8self-reported41.000
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported26.400
- Manx Test accuracy on Universal Dependencies v2.8self-reported33.300
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported45.500
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported61.200
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported44.800
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported74.600
- Serbian Test accuracy on Universal Dependencies v2.8self-reported74.500
- Moksha Test accuracy on Universal Dependencies v2.8self-reported46.100
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported77.400
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported48.800
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported39.200
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported80.200
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported75.300
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported41.200