XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: North Sami
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-sme")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-sme")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-sme
Space using wietsedv/xlm-roberta-base-ft-udpos28-sme 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported48.100
- Dutch Test accuracy on Universal Dependencies v2.8self-reported49.500
- German Test accuracy on Universal Dependencies v2.8self-reported40.400
- Italian Test accuracy on Universal Dependencies v2.8self-reported48.900
- French Test accuracy on Universal Dependencies v2.8self-reported43.900
- Spanish Test accuracy on Universal Dependencies v2.8self-reported47.100
- Russian Test accuracy on Universal Dependencies v2.8self-reported57.300
- Swedish Test accuracy on Universal Dependencies v2.8self-reported47.900
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported45.500
- Danish Test accuracy on Universal Dependencies v2.8self-reported50.700
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported38.700
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported29.600
- Armenian Test accuracy on Universal Dependencies v2.8self-reported63.000
- Welsh Test accuracy on Universal Dependencies v2.8self-reported36.900
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported46.000
- Albanian Test accuracy on Universal Dependencies v2.8self-reported47.800
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported45.500
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported31.800
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported42.500
- Turkish Test accuracy on Universal Dependencies v2.8self-reported56.300
- Finnish Test accuracy on Universal Dependencies v2.8self-reported64.700
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported59.300
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported56.600
- Polish Test accuracy on Universal Dependencies v2.8self-reported55.000
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported52.000
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported62.200
- Latin Test accuracy on Universal Dependencies v2.8self-reported50.300
- Old French Test accuracy on Universal Dependencies v2.8self-reported30.800
- Buryat Test accuracy on Universal Dependencies v2.8self-reported50.600
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported18.300
- Korean Test accuracy on Universal Dependencies v2.8self-reported51.700
- Estonian Test accuracy on Universal Dependencies v2.8self-reported65.200
- Croatian Test accuracy on Universal Dependencies v2.8self-reported55.900
- Gothic Test accuracy on Universal Dependencies v2.8self-reported31.100
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported37.100
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported24.100
- North Sami Test accuracy on Universal Dependencies v2.8self-reported87.700
- Naija Test accuracy on Universal Dependencies v2.8self-reported19.800
- Latvian Test accuracy on Universal Dependencies v2.8self-reported64.200
- Chinese Test accuracy on Universal Dependencies v2.8self-reported33.900
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported46.300
- Bambara Test accuracy on Universal Dependencies v2.8self-reported30.200
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported63.500
- Galician Test accuracy on Universal Dependencies v2.8self-reported48.500
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported46.000
- Greek Test accuracy on Universal Dependencies v2.8self-reported45.600
- Catalan Test accuracy on Universal Dependencies v2.8self-reported45.800
- Czech Test accuracy on Universal Dependencies v2.8self-reported54.500
- Erzya Test accuracy on Universal Dependencies v2.8self-reported45.800
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported34.300
- Thai Test accuracy on Universal Dependencies v2.8self-reported23.900
- Marathi Test accuracy on Universal Dependencies v2.8self-reported67.500
- Basque Test accuracy on Universal Dependencies v2.8self-reported59.600
- Slovak Test accuracy on Universal Dependencies v2.8self-reported57.700
- Kiche Test accuracy on Universal Dependencies v2.8self-reported35.600
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported31.000
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported43.300
- Tamil Test accuracy on Universal Dependencies v2.8self-reported60.400
- Maltese Test accuracy on Universal Dependencies v2.8self-reported34.100
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported41.800
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported47.200
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported36.000
- Urdu Test accuracy on Universal Dependencies v2.8self-reported36.800
- Romanian Test accuracy on Universal Dependencies v2.8self-reported50.100
- Persian Test accuracy on Universal Dependencies v2.8self-reported45.800
- Apurina Test accuracy on Universal Dependencies v2.8self-reported48.400
- Japanese Test accuracy on Universal Dependencies v2.8self-reported30.600
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported54.700
- Hindi Test accuracy on Universal Dependencies v2.8self-reported39.500
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported18.300
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported51.100
- Faroese Test accuracy on Universal Dependencies v2.8self-reported52.200
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported28.400
- Livvi Test accuracy on Universal Dependencies v2.8self-reported57.700
- Arabic Test accuracy on Universal Dependencies v2.8self-reported40.500
- Wolof Test accuracy on Universal Dependencies v2.8self-reported36.200
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported54.100
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported31.600
- Makurap Test accuracy on Universal Dependencies v2.8self-reported17.800
- Kangri Test accuracy on Universal Dependencies v2.8self-reported33.800
- Breton Test accuracy on Universal Dependencies v2.8self-reported47.000
- Telugu Test accuracy on Universal Dependencies v2.8self-reported58.700
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported36.000
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported35.100
- Karelian Test accuracy on Universal Dependencies v2.8self-reported57.500
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported51.100
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported44.500
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported42.200
- Irish Test accuracy on Universal Dependencies v2.8self-reported34.800
- 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-reported28.000
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported49.200
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported43.200
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported38.900
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported44.200
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported58.700
- Serbian Test accuracy on Universal Dependencies v2.8self-reported55.900
- Moksha Test accuracy on Universal Dependencies v2.8self-reported45.000
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported56.100
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported31.000
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported27.000
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported61.500
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported61.400
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported41.500