XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Japanese
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-ja")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-ja")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-ja
Space using wietsedv/xlm-roberta-base-ft-udpos28-ja 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported47.700
- Dutch Test accuracy on Universal Dependencies v2.8self-reported49.800
- German Test accuracy on Universal Dependencies v2.8self-reported55.700
- Italian Test accuracy on Universal Dependencies v2.8self-reported52.000
- French Test accuracy on Universal Dependencies v2.8self-reported47.200
- Spanish Test accuracy on Universal Dependencies v2.8self-reported48.200
- Russian Test accuracy on Universal Dependencies v2.8self-reported62.700
- Swedish Test accuracy on Universal Dependencies v2.8self-reported52.600
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported48.600
- Danish Test accuracy on Universal Dependencies v2.8self-reported54.300
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported34.700
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported38.600
- Armenian Test accuracy on Universal Dependencies v2.8self-reported67.000
- Welsh Test accuracy on Universal Dependencies v2.8self-reported48.400
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported55.200
- Albanian Test accuracy on Universal Dependencies v2.8self-reported51.800
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported46.600
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported39.300
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported54.600
- Turkish Test accuracy on Universal Dependencies v2.8self-reported65.400
- Finnish Test accuracy on Universal Dependencies v2.8self-reported69.100
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported59.100
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported63.200
- Polish Test accuracy on Universal Dependencies v2.8self-reported60.500
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported53.300
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported71.900
- Latin Test accuracy on Universal Dependencies v2.8self-reported53.500
- Old French Test accuracy on Universal Dependencies v2.8self-reported30.000
- Buryat Test accuracy on Universal Dependencies v2.8self-reported58.200
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported21.700
- Korean Test accuracy on Universal Dependencies v2.8self-reported64.500
- Estonian Test accuracy on Universal Dependencies v2.8self-reported67.000
- Croatian Test accuracy on Universal Dependencies v2.8self-reported57.500
- Gothic Test accuracy on Universal Dependencies v2.8self-reported15.400
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported34.500
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported28.300
- North Sami Test accuracy on Universal Dependencies v2.8self-reported35.100
- Naija Test accuracy on Universal Dependencies v2.8self-reported16.800
- Latvian Test accuracy on Universal Dependencies v2.8self-reported69.600
- Chinese Test accuracy on Universal Dependencies v2.8self-reported66.200
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported50.400
- Bambara Test accuracy on Universal Dependencies v2.8self-reported27.500
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported69.700
- Galician Test accuracy on Universal Dependencies v2.8self-reported51.600
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported50.600
- Greek Test accuracy on Universal Dependencies v2.8self-reported54.900
- Catalan Test accuracy on Universal Dependencies v2.8self-reported46.100
- Czech Test accuracy on Universal Dependencies v2.8self-reported61.100
- Erzya Test accuracy on Universal Dependencies v2.8self-reported41.300
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported41.900
- Thai Test accuracy on Universal Dependencies v2.8self-reported52.300
- Marathi Test accuracy on Universal Dependencies v2.8self-reported77.300
- Basque Test accuracy on Universal Dependencies v2.8self-reported68.400
- Slovak Test accuracy on Universal Dependencies v2.8self-reported62.300
- Kiche Test accuracy on Universal Dependencies v2.8self-reported41.000
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported28.800
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported30.400
- Tamil Test accuracy on Universal Dependencies v2.8self-reported75.900
- Maltese Test accuracy on Universal Dependencies v2.8self-reported29.800
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported50.200
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported54.400
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported28.100
- Urdu Test accuracy on Universal Dependencies v2.8self-reported46.400
- Romanian Test accuracy on Universal Dependencies v2.8self-reported55.400
- Persian Test accuracy on Universal Dependencies v2.8self-reported51.800
- Apurina Test accuracy on Universal Dependencies v2.8self-reported34.500
- Japanese Test accuracy on Universal Dependencies v2.8self-reported92.600
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported61.200
- Hindi Test accuracy on Universal Dependencies v2.8self-reported48.200
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported46.100
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported42.800
- Faroese Test accuracy on Universal Dependencies v2.8self-reported51.100
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported33.000
- Livvi Test accuracy on Universal Dependencies v2.8self-reported57.200
- Arabic Test accuracy on Universal Dependencies v2.8self-reported52.700
- Wolof Test accuracy on Universal Dependencies v2.8self-reported32.100
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported55.100
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported41.400
- Makurap Test accuracy on Universal Dependencies v2.8self-reported19.900
- Kangri Test accuracy on Universal Dependencies v2.8self-reported41.000
- Breton Test accuracy on Universal Dependencies v2.8self-reported46.400
- Telugu Test accuracy on Universal Dependencies v2.8self-reported71.800
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported60.400
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported39.500
- Karelian Test accuracy on Universal Dependencies v2.8self-reported60.700
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported54.600
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported49.400
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported39.800
- Irish Test accuracy on Universal Dependencies v2.8self-reported46.800
- Nayini Test accuracy on Universal Dependencies v2.8self-reported37.200
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported39.300
- Manx Test accuracy on Universal Dependencies v2.8self-reported33.900
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported36.400
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported45.700
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported18.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported32.000
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported62.600
- Serbian Test accuracy on Universal Dependencies v2.8self-reported58.000
- Moksha Test accuracy on Universal Dependencies v2.8self-reported42.200
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported62.300
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported38.600
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported44.600
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported69.800
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported65.400
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported33.700