XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Icelandic
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-is")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-is")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-is
Space using wietsedv/xlm-roberta-base-ft-udpos28-is 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported88.400
- Dutch Test accuracy on Universal Dependencies v2.8self-reported86.900
- German Test accuracy on Universal Dependencies v2.8self-reported82.700
- Italian Test accuracy on Universal Dependencies v2.8self-reported84.600
- French Test accuracy on Universal Dependencies v2.8self-reported83.600
- Spanish Test accuracy on Universal Dependencies v2.8self-reported83.600
- Russian Test accuracy on Universal Dependencies v2.8self-reported87.600
- Swedish Test accuracy on Universal Dependencies v2.8self-reported89.900
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported86.400
- Danish Test accuracy on Universal Dependencies v2.8self-reported89.600
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported57.600
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported30.500
- Armenian Test accuracy on Universal Dependencies v2.8self-reported86.600
- Welsh Test accuracy on Universal Dependencies v2.8self-reported66.900
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported76.300
- Albanian Test accuracy on Universal Dependencies v2.8self-reported80.800
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported76.800
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported31.800
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported78.600
- Turkish Test accuracy on Universal Dependencies v2.8self-reported77.300
- Finnish Test accuracy on Universal Dependencies v2.8self-reported84.800
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported84.400
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported85.900
- Polish Test accuracy on Universal Dependencies v2.8self-reported84.200
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported86.600
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported81.800
- Latin Test accuracy on Universal Dependencies v2.8self-reported75.800
- Old French Test accuracy on Universal Dependencies v2.8self-reported58.600
- Buryat Test accuracy on Universal Dependencies v2.8self-reported63.100
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported18.300
- Korean Test accuracy on Universal Dependencies v2.8self-reported64.300
- Estonian Test accuracy on Universal Dependencies v2.8self-reported86.700
- Croatian Test accuracy on Universal Dependencies v2.8self-reported86.000
- Gothic Test accuracy on Universal Dependencies v2.8self-reported26.600
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported45.600
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported15.500
- North Sami Test accuracy on Universal Dependencies v2.8self-reported43.900
- Naija Test accuracy on Universal Dependencies v2.8self-reported46.600
- Latvian Test accuracy on Universal Dependencies v2.8self-reported85.300
- Chinese Test accuracy on Universal Dependencies v2.8self-reported60.400
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported80.000
- Bambara Test accuracy on Universal Dependencies v2.8self-reported32.500
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported85.900
- Galician Test accuracy on Universal Dependencies v2.8self-reported80.700
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported64.100
- Greek Test accuracy on Universal Dependencies v2.8self-reported80.500
- Catalan Test accuracy on Universal Dependencies v2.8self-reported82.700
- Czech Test accuracy on Universal Dependencies v2.8self-reported84.600
- Erzya Test accuracy on Universal Dependencies v2.8self-reported52.800
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported59.000
- Thai Test accuracy on Universal Dependencies v2.8self-reported68.200
- Marathi Test accuracy on Universal Dependencies v2.8self-reported87.100
- Basque Test accuracy on Universal Dependencies v2.8self-reported79.500
- Slovak Test accuracy on Universal Dependencies v2.8self-reported86.000
- Kiche Test accuracy on Universal Dependencies v2.8self-reported42.200
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported34.300
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported43.700
- Tamil Test accuracy on Universal Dependencies v2.8self-reported83.900
- Maltese Test accuracy on Universal Dependencies v2.8self-reported27.500
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported64.000
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported95.600
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported31.900
- Urdu Test accuracy on Universal Dependencies v2.8self-reported72.700
- Romanian Test accuracy on Universal Dependencies v2.8self-reported82.000
- Persian Test accuracy on Universal Dependencies v2.8self-reported78.300
- Apurina Test accuracy on Universal Dependencies v2.8self-reported47.900
- Japanese Test accuracy on Universal Dependencies v2.8self-reported44.000
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported77.200
- Hindi Test accuracy on Universal Dependencies v2.8self-reported77.400
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported46.000
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported52.700
- Faroese Test accuracy on Universal Dependencies v2.8self-reported83.900
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported37.400
- Livvi Test accuracy on Universal Dependencies v2.8self-reported66.800
- Arabic Test accuracy on Universal Dependencies v2.8self-reported79.200
- Wolof Test accuracy on Universal Dependencies v2.8self-reported39.900
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported87.700
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported37.000
- Makurap Test accuracy on Universal Dependencies v2.8self-reported24.700
- Kangri Test accuracy on Universal Dependencies v2.8self-reported50.200
- Breton Test accuracy on Universal Dependencies v2.8self-reported61.800
- Telugu Test accuracy on Universal Dependencies v2.8self-reported84.500
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported60.600
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported53.900
- Karelian Test accuracy on Universal Dependencies v2.8self-reported74.000
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported75.500
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported70.800
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported47.100
- Irish Test accuracy on Universal Dependencies v2.8self-reported66.800
- Nayini Test accuracy on Universal Dependencies v2.8self-reported43.600
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported28.300
- Manx Test accuracy on Universal Dependencies v2.8self-reported48.600
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported39.600
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported87.400
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported38.900
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported37.600
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported86.800
- Serbian Test accuracy on Universal Dependencies v2.8self-reported87.200
- Moksha Test accuracy on Universal Dependencies v2.8self-reported49.800
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported79.900
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported56.800
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported52.700
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported85.400
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported76.900
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported37.700