XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Ukrainian
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-uk")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-uk")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-uk
Space using wietsedv/xlm-roberta-base-ft-udpos28-uk 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported82.200
- Dutch Test accuracy on Universal Dependencies v2.8self-reported84.300
- German Test accuracy on Universal Dependencies v2.8self-reported82.400
- Italian Test accuracy on Universal Dependencies v2.8self-reported83.900
- French Test accuracy on Universal Dependencies v2.8self-reported82.600
- Spanish Test accuracy on Universal Dependencies v2.8self-reported86.200
- Russian Test accuracy on Universal Dependencies v2.8self-reported93.300
- Swedish Test accuracy on Universal Dependencies v2.8self-reported86.300
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported80.200
- Danish Test accuracy on Universal Dependencies v2.8self-reported85.200
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported30.900
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported17.500
- Armenian Test accuracy on Universal Dependencies v2.8self-reported87.700
- Welsh Test accuracy on Universal Dependencies v2.8self-reported66.800
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported77.500
- Albanian Test accuracy on Universal Dependencies v2.8self-reported79.700
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported84.500
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported14.600
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported77.000
- Turkish Test accuracy on Universal Dependencies v2.8self-reported76.300
- Finnish Test accuracy on Universal Dependencies v2.8self-reported82.500
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported77.000
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported98.200
- Polish Test accuracy on Universal Dependencies v2.8self-reported91.800
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported84.100
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported81.800
- Latin Test accuracy on Universal Dependencies v2.8self-reported77.900
- Old French Test accuracy on Universal Dependencies v2.8self-reported26.900
- Buryat Test accuracy on Universal Dependencies v2.8self-reported60.700
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported5.400
- Korean Test accuracy on Universal Dependencies v2.8self-reported61.500
- Estonian Test accuracy on Universal Dependencies v2.8self-reported84.400
- Croatian Test accuracy on Universal Dependencies v2.8self-reported93.200
- Gothic Test accuracy on Universal Dependencies v2.8self-reported3.700
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported35.000
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported14.600
- North Sami Test accuracy on Universal Dependencies v2.8self-reported27.000
- Naija Test accuracy on Universal Dependencies v2.8self-reported22.500
- Latvian Test accuracy on Universal Dependencies v2.8self-reported88.900
- Chinese Test accuracy on Universal Dependencies v2.8self-reported51.900
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported71.100
- Bambara Test accuracy on Universal Dependencies v2.8self-reported18.700
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported88.100
- Galician Test accuracy on Universal Dependencies v2.8self-reported85.800
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported66.300
- Greek Test accuracy on Universal Dependencies v2.8self-reported85.900
- Catalan Test accuracy on Universal Dependencies v2.8self-reported84.000
- Czech Test accuracy on Universal Dependencies v2.8self-reported92.100
- Erzya Test accuracy on Universal Dependencies v2.8self-reported49.400
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported51.800
- Thai Test accuracy on Universal Dependencies v2.8self-reported63.300
- Marathi Test accuracy on Universal Dependencies v2.8self-reported88.300
- Basque Test accuracy on Universal Dependencies v2.8self-reported75.700
- Slovak Test accuracy on Universal Dependencies v2.8self-reported91.800
- Kiche Test accuracy on Universal Dependencies v2.8self-reported22.700
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported20.000
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported32.400
- Tamil Test accuracy on Universal Dependencies v2.8self-reported81.700
- Maltese Test accuracy on Universal Dependencies v2.8self-reported16.600
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported63.000
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported81.400
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported23.700
- Urdu Test accuracy on Universal Dependencies v2.8self-reported64.100
- Romanian Test accuracy on Universal Dependencies v2.8self-reported82.600
- Persian Test accuracy on Universal Dependencies v2.8self-reported78.300
- Apurina Test accuracy on Universal Dependencies v2.8self-reported24.800
- Japanese Test accuracy on Universal Dependencies v2.8self-reported38.000
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported82.200
- Hindi Test accuracy on Universal Dependencies v2.8self-reported68.300
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported36.600
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported46.000
- Faroese Test accuracy on Universal Dependencies v2.8self-reported73.600
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported13.900
- Livvi Test accuracy on Universal Dependencies v2.8self-reported59.500
- Arabic Test accuracy on Universal Dependencies v2.8self-reported82.100
- Wolof Test accuracy on Universal Dependencies v2.8self-reported18.500
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported91.100
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported15.200
- Makurap Test accuracy on Universal Dependencies v2.8self-reported2.100
- Kangri Test accuracy on Universal Dependencies v2.8self-reported51.400
- Breton Test accuracy on Universal Dependencies v2.8self-reported59.300
- Telugu Test accuracy on Universal Dependencies v2.8self-reported84.300
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported53.800
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported48.000
- Karelian Test accuracy on Universal Dependencies v2.8self-reported68.600
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported71.700
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported68.900
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported40.400
- Irish Test accuracy on Universal Dependencies v2.8self-reported66.200
- Nayini Test accuracy on Universal Dependencies v2.8self-reported46.200
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported8.000
- Manx Test accuracy on Universal Dependencies v2.8self-reported23.000
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported27.700
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported81.700
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported39.800
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported20.200
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported93.700
- Serbian Test accuracy on Universal Dependencies v2.8self-reported93.800
- Moksha Test accuracy on Universal Dependencies v2.8self-reported46.000
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported79.800
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported56.300
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported36.500
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported84.400
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported77.200
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported35.000