XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Russian
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-ru")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-ru")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-ru
Space using wietsedv/xlm-roberta-base-ft-udpos28-ru 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported86.300
- Dutch Test accuracy on Universal Dependencies v2.8self-reported85.700
- German Test accuracy on Universal Dependencies v2.8self-reported81.400
- Italian Test accuracy on Universal Dependencies v2.8self-reported83.600
- French Test accuracy on Universal Dependencies v2.8self-reported85.300
- Spanish Test accuracy on Universal Dependencies v2.8self-reported87.800
- Russian Test accuracy on Universal Dependencies v2.8self-reported97.800
- Swedish Test accuracy on Universal Dependencies v2.8self-reported88.900
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported82.900
- Danish Test accuracy on Universal Dependencies v2.8self-reported87.200
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported51.800
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported28.500
- Armenian Test accuracy on Universal Dependencies v2.8self-reported88.400
- Welsh Test accuracy on Universal Dependencies v2.8self-reported65.300
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported78.600
- Albanian Test accuracy on Universal Dependencies v2.8self-reported76.700
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported83.100
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported25.600
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported78.200
- Turkish Test accuracy on Universal Dependencies v2.8self-reported77.400
- Finnish Test accuracy on Universal Dependencies v2.8self-reported86.200
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported84.500
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported92.800
- Polish Test accuracy on Universal Dependencies v2.8self-reported90.600
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported87.000
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported83.200
- Latin Test accuracy on Universal Dependencies v2.8self-reported81.200
- Old French Test accuracy on Universal Dependencies v2.8self-reported57.100
- Buryat Test accuracy on Universal Dependencies v2.8self-reported60.800
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported14.200
- Korean Test accuracy on Universal Dependencies v2.8self-reported63.400
- Estonian Test accuracy on Universal Dependencies v2.8self-reported86.000
- Croatian Test accuracy on Universal Dependencies v2.8self-reported91.000
- Gothic Test accuracy on Universal Dependencies v2.8self-reported17.700
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported46.100
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported16.100
- North Sami Test accuracy on Universal Dependencies v2.8self-reported38.400
- Naija Test accuracy on Universal Dependencies v2.8self-reported42.300
- Latvian Test accuracy on Universal Dependencies v2.8self-reported90.500
- Chinese Test accuracy on Universal Dependencies v2.8self-reported33.100
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported80.900
- Bambara Test accuracy on Universal Dependencies v2.8self-reported26.000
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported90.600
- Galician Test accuracy on Universal Dependencies v2.8self-reported85.400
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported66.200
- Greek Test accuracy on Universal Dependencies v2.8self-reported79.800
- Catalan Test accuracy on Universal Dependencies v2.8self-reported84.300
- Czech Test accuracy on Universal Dependencies v2.8self-reported90.200
- Erzya Test accuracy on Universal Dependencies v2.8self-reported49.800
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported52.200
- Thai Test accuracy on Universal Dependencies v2.8self-reported46.400
- Marathi Test accuracy on Universal Dependencies v2.8self-reported84.700
- Basque Test accuracy on Universal Dependencies v2.8self-reported78.300
- Slovak Test accuracy on Universal Dependencies v2.8self-reported90.700
- Kiche Test accuracy on Universal Dependencies v2.8self-reported31.000
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported29.300
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported38.500
- Tamil Test accuracy on Universal Dependencies v2.8self-reported83.900
- Maltese Test accuracy on Universal Dependencies v2.8self-reported23.100
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported63.600
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported82.300
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported34.700
- Urdu Test accuracy on Universal Dependencies v2.8self-reported69.500
- Romanian Test accuracy on Universal Dependencies v2.8self-reported83.800
- Persian Test accuracy on Universal Dependencies v2.8self-reported78.700
- Apurina Test accuracy on Universal Dependencies v2.8self-reported38.700
- Japanese Test accuracy on Universal Dependencies v2.8self-reported19.400
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported76.400
- Hindi Test accuracy on Universal Dependencies v2.8self-reported74.000
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported20.800
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported50.400
- Faroese Test accuracy on Universal Dependencies v2.8self-reported77.800
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported35.100
- Livvi Test accuracy on Universal Dependencies v2.8self-reported65.300
- Arabic Test accuracy on Universal Dependencies v2.8self-reported83.900
- Wolof Test accuracy on Universal Dependencies v2.8self-reported30.200
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported92.100
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported30.300
- Makurap Test accuracy on Universal Dependencies v2.8self-reported15.800
- Kangri Test accuracy on Universal Dependencies v2.8self-reported50.400
- Breton Test accuracy on Universal Dependencies v2.8self-reported60.800
- Telugu Test accuracy on Universal Dependencies v2.8self-reported83.400
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported40.200
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported48.700
- Karelian Test accuracy on Universal Dependencies v2.8self-reported70.900
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported77.600
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported70.100
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported45.100
- Irish Test accuracy on Universal Dependencies v2.8self-reported68.800
- Nayini Test accuracy on Universal Dependencies v2.8self-reported44.900
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported20.300
- Manx Test accuracy on Universal Dependencies v2.8self-reported32.300
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported35.100
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported77.700
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported38.000
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported30.500
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported93.300
- Serbian Test accuracy on Universal Dependencies v2.8self-reported91.700
- Moksha Test accuracy on Universal Dependencies v2.8self-reported46.600
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported79.000
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported58.000
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported50.000
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported87.500
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported77.000
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported35.900