XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Norwegian
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-no")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-no")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-no
Space using wietsedv/xlm-roberta-base-ft-udpos28-no 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported89.700
- Dutch Test accuracy on Universal Dependencies v2.8self-reported89.300
- German Test accuracy on Universal Dependencies v2.8self-reported87.800
- Italian Test accuracy on Universal Dependencies v2.8self-reported85.000
- French Test accuracy on Universal Dependencies v2.8self-reported83.900
- Spanish Test accuracy on Universal Dependencies v2.8self-reported88.400
- Russian Test accuracy on Universal Dependencies v2.8self-reported89.400
- Swedish Test accuracy on Universal Dependencies v2.8self-reported92.100
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported97.100
- Danish Test accuracy on Universal Dependencies v2.8self-reported89.000
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported56.500
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported32.300
- Armenian Test accuracy on Universal Dependencies v2.8self-reported86.200
- Welsh Test accuracy on Universal Dependencies v2.8self-reported67.900
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported73.900
- Albanian Test accuracy on Universal Dependencies v2.8self-reported79.000
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported78.900
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported26.900
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported75.100
- Turkish Test accuracy on Universal Dependencies v2.8self-reported77.800
- Finnish Test accuracy on Universal Dependencies v2.8self-reported85.200
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported85.900
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported87.600
- Polish Test accuracy on Universal Dependencies v2.8self-reported87.000
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported88.000
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported82.900
- Latin Test accuracy on Universal Dependencies v2.8self-reported78.900
- Old French Test accuracy on Universal Dependencies v2.8self-reported51.200
- Buryat Test accuracy on Universal Dependencies v2.8self-reported61.000
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported13.800
- Korean Test accuracy on Universal Dependencies v2.8self-reported62.800
- Estonian Test accuracy on Universal Dependencies v2.8self-reported87.900
- Croatian Test accuracy on Universal Dependencies v2.8self-reported88.800
- Gothic Test accuracy on Universal Dependencies v2.8self-reported25.800
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported44.000
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported15.000
- North Sami Test accuracy on Universal Dependencies v2.8self-reported43.000
- Naija Test accuracy on Universal Dependencies v2.8self-reported41.500
- Latvian Test accuracy on Universal Dependencies v2.8self-reported85.200
- Chinese Test accuracy on Universal Dependencies v2.8self-reported46.600
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported73.100
- Bambara Test accuracy on Universal Dependencies v2.8self-reported29.000
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported84.100
- Galician Test accuracy on Universal Dependencies v2.8self-reported84.900
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported66.400
- Greek Test accuracy on Universal Dependencies v2.8self-reported83.000
- Catalan Test accuracy on Universal Dependencies v2.8self-reported88.800
- Czech Test accuracy on Universal Dependencies v2.8self-reported87.300
- Erzya Test accuracy on Universal Dependencies v2.8self-reported50.300
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported52.000
- Thai Test accuracy on Universal Dependencies v2.8self-reported65.600
- Marathi Test accuracy on Universal Dependencies v2.8self-reported89.000
- Basque Test accuracy on Universal Dependencies v2.8self-reported74.500
- Slovak Test accuracy on Universal Dependencies v2.8self-reported88.800
- Kiche Test accuracy on Universal Dependencies v2.8self-reported35.400
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported28.200
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported39.300
- Tamil Test accuracy on Universal Dependencies v2.8self-reported83.500
- Maltese Test accuracy on Universal Dependencies v2.8self-reported30.400
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported63.700
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported84.300
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported32.900
- Urdu Test accuracy on Universal Dependencies v2.8self-reported69.400
- Romanian Test accuracy on Universal Dependencies v2.8self-reported83.800
- Persian Test accuracy on Universal Dependencies v2.8self-reported78.600
- Apurina Test accuracy on Universal Dependencies v2.8self-reported45.400
- Japanese Test accuracy on Universal Dependencies v2.8self-reported33.200
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported84.500
- Hindi Test accuracy on Universal Dependencies v2.8self-reported74.900
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported31.300
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported50.900
- Faroese Test accuracy on Universal Dependencies v2.8self-reported80.800
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported35.600
- Livvi Test accuracy on Universal Dependencies v2.8self-reported67.600
- Arabic Test accuracy on Universal Dependencies v2.8self-reported80.400
- Wolof Test accuracy on Universal Dependencies v2.8self-reported35.500
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported90.700
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported32.900
- Makurap Test accuracy on Universal Dependencies v2.8self-reported17.800
- Kangri Test accuracy on Universal Dependencies v2.8self-reported48.100
- Breton Test accuracy on Universal Dependencies v2.8self-reported61.900
- Telugu Test accuracy on Universal Dependencies v2.8self-reported85.300
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported50.100
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported47.800
- Karelian Test accuracy on Universal Dependencies v2.8self-reported71.800
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported78.400
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported67.300
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported44.400
- Irish Test accuracy on Universal Dependencies v2.8self-reported69.900
- Nayini Test accuracy on Universal Dependencies v2.8self-reported41.000
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported21.600
- Manx Test accuracy on Universal Dependencies v2.8self-reported35.000
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported38.900
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported86.700
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported40.400
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported88.200
- Serbian Test accuracy on Universal Dependencies v2.8self-reported89.900
- Moksha Test accuracy on Universal Dependencies v2.8self-reported47.400
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported78.400
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported58.300
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported43.200
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported89.600
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported76.500
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported37.900