XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Chinese
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-zh")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-zh")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-zh
Space using wietsedv/xlm-roberta-base-ft-udpos28-zh 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported60.200
- Dutch Test accuracy on Universal Dependencies v2.8self-reported56.900
- German Test accuracy on Universal Dependencies v2.8self-reported57.500
- Italian Test accuracy on Universal Dependencies v2.8self-reported57.300
- French Test accuracy on Universal Dependencies v2.8self-reported54.100
- Spanish Test accuracy on Universal Dependencies v2.8self-reported54.400
- Russian Test accuracy on Universal Dependencies v2.8self-reported69.600
- Swedish Test accuracy on Universal Dependencies v2.8self-reported61.800
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported60.300
- Danish Test accuracy on Universal Dependencies v2.8self-reported62.600
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported29.600
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported16.300
- Armenian Test accuracy on Universal Dependencies v2.8self-reported70.700
- Welsh Test accuracy on Universal Dependencies v2.8self-reported52.300
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported50.100
- Albanian Test accuracy on Universal Dependencies v2.8self-reported59.000
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported52.900
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported20.300
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported66.500
- Turkish Test accuracy on Universal Dependencies v2.8self-reported69.600
- Finnish Test accuracy on Universal Dependencies v2.8self-reported70.300
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported65.800
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported69.400
- Polish Test accuracy on Universal Dependencies v2.8self-reported65.300
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported60.600
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported76.200
- Latin Test accuracy on Universal Dependencies v2.8self-reported60.500
- Old French Test accuracy on Universal Dependencies v2.8self-reported19.500
- Buryat Test accuracy on Universal Dependencies v2.8self-reported56.200
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported10.400
- Korean Test accuracy on Universal Dependencies v2.8self-reported63.200
- Estonian Test accuracy on Universal Dependencies v2.8self-reported70.400
- Croatian Test accuracy on Universal Dependencies v2.8self-reported61.200
- Gothic Test accuracy on Universal Dependencies v2.8self-reported5.400
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported36.200
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported17.000
- North Sami Test accuracy on Universal Dependencies v2.8self-reported22.900
- Naija Test accuracy on Universal Dependencies v2.8self-reported21.500
- Latvian Test accuracy on Universal Dependencies v2.8self-reported74.100
- Chinese Test accuracy on Universal Dependencies v2.8self-reported93.400
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported59.100
- Bambara Test accuracy on Universal Dependencies v2.8self-reported21.000
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported73.800
- Galician Test accuracy on Universal Dependencies v2.8self-reported56.700
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported59.600
- Greek Test accuracy on Universal Dependencies v2.8self-reported58.400
- Catalan Test accuracy on Universal Dependencies v2.8self-reported52.200
- Czech Test accuracy on Universal Dependencies v2.8self-reported64.600
- Erzya Test accuracy on Universal Dependencies v2.8self-reported39.400
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported42.700
- Thai Test accuracy on Universal Dependencies v2.8self-reported65.600
- Marathi Test accuracy on Universal Dependencies v2.8self-reported74.200
- Basque Test accuracy on Universal Dependencies v2.8self-reported66.000
- Slovak Test accuracy on Universal Dependencies v2.8self-reported66.000
- Kiche Test accuracy on Universal Dependencies v2.8self-reported23.100
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported16.400
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported29.600
- Tamil Test accuracy on Universal Dependencies v2.8self-reported82.600
- Maltese Test accuracy on Universal Dependencies v2.8self-reported13.700
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported65.200
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported63.400
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported23.200
- Urdu Test accuracy on Universal Dependencies v2.8self-reported53.800
- Romanian Test accuracy on Universal Dependencies v2.8self-reported61.200
- Persian Test accuracy on Universal Dependencies v2.8self-reported59.600
- Apurina Test accuracy on Universal Dependencies v2.8self-reported24.700
- Japanese Test accuracy on Universal Dependencies v2.8self-reported56.400
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported59.900
- Hindi Test accuracy on Universal Dependencies v2.8self-reported59.400
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported58.200
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported34.700
- Faroese Test accuracy on Universal Dependencies v2.8self-reported55.900
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported19.000
- Livvi Test accuracy on Universal Dependencies v2.8self-reported52.800
- Arabic Test accuracy on Universal Dependencies v2.8self-reported64.200
- Wolof Test accuracy on Universal Dependencies v2.8self-reported17.600
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported64.200
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported16.500
- Makurap Test accuracy on Universal Dependencies v2.8self-reported6.800
- Kangri Test accuracy on Universal Dependencies v2.8self-reported38.900
- Breton Test accuracy on Universal Dependencies v2.8self-reported49.900
- Telugu Test accuracy on Universal Dependencies v2.8self-reported82.800
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported80.600
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported41.000
- Karelian Test accuracy on Universal Dependencies v2.8self-reported60.500
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported47.000
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported59.700
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported29.400
- Irish Test accuracy on Universal Dependencies v2.8self-reported49.700
- Nayini Test accuracy on Universal Dependencies v2.8self-reported50.000
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported10.600
- Manx Test accuracy on Universal Dependencies v2.8self-reported22.300
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported24.900
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported58.600
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported45.700
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported20.700
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported69.700
- Serbian Test accuracy on Universal Dependencies v2.8self-reported61.900
- Moksha Test accuracy on Universal Dependencies v2.8self-reported35.100
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported67.200
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported44.600
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported44.600
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported82.300
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported71.600
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported32.100