XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Vietnamese
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-vi")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-vi")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-vi
Space using wietsedv/xlm-roberta-base-ft-udpos28-vi 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported57.200
- Dutch Test accuracy on Universal Dependencies v2.8self-reported58.400
- German Test accuracy on Universal Dependencies v2.8self-reported57.700
- Italian Test accuracy on Universal Dependencies v2.8self-reported57.300
- French Test accuracy on Universal Dependencies v2.8self-reported53.800
- Spanish Test accuracy on Universal Dependencies v2.8self-reported58.700
- Russian Test accuracy on Universal Dependencies v2.8self-reported66.900
- Swedish Test accuracy on Universal Dependencies v2.8self-reported59.300
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported56.700
- Danish Test accuracy on Universal Dependencies v2.8self-reported59.300
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported40.300
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported34.000
- Armenian Test accuracy on Universal Dependencies v2.8self-reported62.900
- Welsh Test accuracy on Universal Dependencies v2.8self-reported50.900
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported54.900
- Albanian Test accuracy on Universal Dependencies v2.8self-reported57.000
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported53.500
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported36.600
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported58.500
- Turkish Test accuracy on Universal Dependencies v2.8self-reported61.700
- Finnish Test accuracy on Universal Dependencies v2.8self-reported60.200
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported62.700
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported66.100
- Polish Test accuracy on Universal Dependencies v2.8self-reported65.100
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported64.500
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported70.500
- Latin Test accuracy on Universal Dependencies v2.8self-reported57.300
- Old French Test accuracy on Universal Dependencies v2.8self-reported36.400
- Buryat Test accuracy on Universal Dependencies v2.8self-reported55.900
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported27.900
- Korean Test accuracy on Universal Dependencies v2.8self-reported53.400
- Estonian Test accuracy on Universal Dependencies v2.8self-reported57.400
- Croatian Test accuracy on Universal Dependencies v2.8self-reported59.300
- Gothic Test accuracy on Universal Dependencies v2.8self-reported22.200
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported39.800
- 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-reported26.300
- Latvian Test accuracy on Universal Dependencies v2.8self-reported66.000
- Chinese Test accuracy on Universal Dependencies v2.8self-reported35.000
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported63.400
- Bambara Test accuracy on Universal Dependencies v2.8self-reported27.800
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported68.200
- Galician Test accuracy on Universal Dependencies v2.8self-reported60.600
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported93.700
- Greek Test accuracy on Universal Dependencies v2.8self-reported54.100
- Catalan Test accuracy on Universal Dependencies v2.8self-reported55.000
- Czech Test accuracy on Universal Dependencies v2.8self-reported62.200
- Erzya Test accuracy on Universal Dependencies v2.8self-reported48.800
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported44.400
- Thai Test accuracy on Universal Dependencies v2.8self-reported50.200
- Marathi Test accuracy on Universal Dependencies v2.8self-reported66.300
- Basque Test accuracy on Universal Dependencies v2.8self-reported59.200
- Slovak Test accuracy on Universal Dependencies v2.8self-reported63.100
- Kiche Test accuracy on Universal Dependencies v2.8self-reported38.700
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported25.300
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported49.000
- Tamil Test accuracy on Universal Dependencies v2.8self-reported62.800
- Maltese Test accuracy on Universal Dependencies v2.8self-reported31.600
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported44.900
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported52.200
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported33.500
- Urdu Test accuracy on Universal Dependencies v2.8self-reported45.200
- Romanian Test accuracy on Universal Dependencies v2.8self-reported61.800
- Persian Test accuracy on Universal Dependencies v2.8self-reported57.300
- Apurina Test accuracy on Universal Dependencies v2.8self-reported46.200
- Japanese Test accuracy on Universal Dependencies v2.8self-reported25.500
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported55.500
- Hindi Test accuracy on Universal Dependencies v2.8self-reported49.600
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported22.400
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported44.900
- Faroese Test accuracy on Universal Dependencies v2.8self-reported58.400
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported34.700
- Livvi Test accuracy on Universal Dependencies v2.8self-reported60.300
- Arabic Test accuracy on Universal Dependencies v2.8self-reported61.600
- Wolof Test accuracy on Universal Dependencies v2.8self-reported28.900
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported64.000
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported43.400
- Makurap Test accuracy on Universal Dependencies v2.8self-reported20.500
- Kangri Test accuracy on Universal Dependencies v2.8self-reported40.700
- Breton Test accuracy on Universal Dependencies v2.8self-reported53.000
- Telugu Test accuracy on Universal Dependencies v2.8self-reported64.600
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported40.700
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported36.400
- Karelian Test accuracy on Universal Dependencies v2.8self-reported57.700
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported58.000
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported59.700
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported46.300
- Irish Test accuracy on Universal Dependencies v2.8self-reported48.900
- Nayini Test accuracy on Universal Dependencies v2.8self-reported42.300
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported38.100
- Manx Test accuracy on Universal Dependencies v2.8self-reported35.200
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported39.300
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported53.800
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported49.100
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported66.300
- Serbian Test accuracy on Universal Dependencies v2.8self-reported58.300
- Moksha Test accuracy on Universal Dependencies v2.8self-reported46.600
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported58.200
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported43.800
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported45.900
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported75.000
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported70.700
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported33.100