XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Korean
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-ko")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-ko")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-ko
Space using wietsedv/xlm-roberta-base-ft-udpos28-ko 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported61.700
- Dutch Test accuracy on Universal Dependencies v2.8self-reported55.900
- German Test accuracy on Universal Dependencies v2.8self-reported58.900
- Italian Test accuracy on Universal Dependencies v2.8self-reported58.700
- French Test accuracy on Universal Dependencies v2.8self-reported53.600
- Spanish Test accuracy on Universal Dependencies v2.8self-reported52.600
- Russian Test accuracy on Universal Dependencies v2.8self-reported66.400
- Swedish Test accuracy on Universal Dependencies v2.8self-reported64.000
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported58.900
- Danish Test accuracy on Universal Dependencies v2.8self-reported63.700
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported41.100
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported37.500
- Armenian Test accuracy on Universal Dependencies v2.8self-reported66.200
- Welsh Test accuracy on Universal Dependencies v2.8self-reported51.100
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported56.300
- Albanian Test accuracy on Universal Dependencies v2.8self-reported54.700
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported51.300
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported36.400
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported62.400
- Turkish Test accuracy on Universal Dependencies v2.8self-reported65.700
- Finnish Test accuracy on Universal Dependencies v2.8self-reported67.600
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported62.300
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported64.700
- Polish Test accuracy on Universal Dependencies v2.8self-reported61.700
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported63.100
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported70.600
- Latin Test accuracy on Universal Dependencies v2.8self-reported59.900
- Old French Test accuracy on Universal Dependencies v2.8self-reported41.500
- Buryat Test accuracy on Universal Dependencies v2.8self-reported56.400
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported30.000
- Korean Test accuracy on Universal Dependencies v2.8self-reported82.500
- Estonian Test accuracy on Universal Dependencies v2.8self-reported67.800
- Croatian Test accuracy on Universal Dependencies v2.8self-reported57.100
- Gothic Test accuracy on Universal Dependencies v2.8self-reported20.500
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported41.900
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported17.700
- North Sami Test accuracy on Universal Dependencies v2.8self-reported41.700
- Naija Test accuracy on Universal Dependencies v2.8self-reported33.000
- Latvian Test accuracy on Universal Dependencies v2.8self-reported69.600
- Chinese Test accuracy on Universal Dependencies v2.8self-reported61.900
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported58.900
- Bambara Test accuracy on Universal Dependencies v2.8self-reported29.200
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported72.700
- Galician Test accuracy on Universal Dependencies v2.8self-reported60.500
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported57.200
- Greek Test accuracy on Universal Dependencies v2.8self-reported57.600
- Catalan Test accuracy on Universal Dependencies v2.8self-reported50.600
- Czech Test accuracy on Universal Dependencies v2.8self-reported60.800
- Erzya Test accuracy on Universal Dependencies v2.8self-reported49.100
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported45.600
- Thai Test accuracy on Universal Dependencies v2.8self-reported52.100
- Marathi Test accuracy on Universal Dependencies v2.8self-reported79.800
- Basque Test accuracy on Universal Dependencies v2.8self-reported65.700
- Slovak Test accuracy on Universal Dependencies v2.8self-reported61.400
- Kiche Test accuracy on Universal Dependencies v2.8self-reported39.000
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported31.700
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported38.500
- Tamil Test accuracy on Universal Dependencies v2.8self-reported76.400
- Maltese Test accuracy on Universal Dependencies v2.8self-reported29.400
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported54.700
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported61.400
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported31.200
- Urdu Test accuracy on Universal Dependencies v2.8self-reported49.600
- Romanian Test accuracy on Universal Dependencies v2.8self-reported60.500
- Persian Test accuracy on Universal Dependencies v2.8self-reported60.000
- Apurina Test accuracy on Universal Dependencies v2.8self-reported39.100
- Japanese Test accuracy on Universal Dependencies v2.8self-reported55.500
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported55.700
- Hindi Test accuracy on Universal Dependencies v2.8self-reported52.600
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported38.900
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported48.500
- Faroese Test accuracy on Universal Dependencies v2.8self-reported55.100
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported41.200
- Livvi Test accuracy on Universal Dependencies v2.8self-reported55.500
- Arabic Test accuracy on Universal Dependencies v2.8self-reported57.300
- Wolof Test accuracy on Universal Dependencies v2.8self-reported31.900
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported60.800
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported44.500
- Makurap Test accuracy on Universal Dependencies v2.8self-reported24.700
- Kangri Test accuracy on Universal Dependencies v2.8self-reported46.900
- Breton Test accuracy on Universal Dependencies v2.8self-reported54.600
- Telugu Test accuracy on Universal Dependencies v2.8self-reported76.300
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported58.300
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported45.200
- Karelian Test accuracy on Universal Dependencies v2.8self-reported57.500
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported54.200
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported57.700
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported45.100
- Irish Test accuracy on Universal Dependencies v2.8self-reported46.300
- Nayini Test accuracy on Universal Dependencies v2.8self-reported50.000
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported43.300
- Manx Test accuracy on Universal Dependencies v2.8self-reported35.600
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported40.500
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported57.300
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported38.700
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported63.700
- Serbian Test accuracy on Universal Dependencies v2.8self-reported56.900
- Moksha Test accuracy on Universal Dependencies v2.8self-reported48.000
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported61.900
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported46.200
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported50.000
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported85.400
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported60.200
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported37.400