XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Classical 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-lzh")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-lzh")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-lzh
Space using wietsedv/xlm-roberta-base-ft-udpos28-lzh 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported33.600
- Dutch Test accuracy on Universal Dependencies v2.8self-reported30.900
- German Test accuracy on Universal Dependencies v2.8self-reported31.100
- Italian Test accuracy on Universal Dependencies v2.8self-reported31.100
- French Test accuracy on Universal Dependencies v2.8self-reported30.300
- Spanish Test accuracy on Universal Dependencies v2.8self-reported30.600
- Russian Test accuracy on Universal Dependencies v2.8self-reported37.100
- Swedish Test accuracy on Universal Dependencies v2.8self-reported35.600
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported32.700
- Danish Test accuracy on Universal Dependencies v2.8self-reported35.000
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported19.000
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported25.900
- Armenian Test accuracy on Universal Dependencies v2.8self-reported40.900
- Welsh Test accuracy on Universal Dependencies v2.8self-reported27.300
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported36.400
- Albanian Test accuracy on Universal Dependencies v2.8self-reported31.600
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported31.100
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported13.900
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported36.500
- Turkish Test accuracy on Universal Dependencies v2.8self-reported42.700
- Finnish Test accuracy on Universal Dependencies v2.8self-reported45.000
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported40.600
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported36.000
- Polish Test accuracy on Universal Dependencies v2.8self-reported35.300
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported34.800
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported45.400
- Latin Test accuracy on Universal Dependencies v2.8self-reported37.900
- Old French Test accuracy on Universal Dependencies v2.8self-reported33.400
- Buryat Test accuracy on Universal Dependencies v2.8self-reported27.200
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported19.600
- Korean Test accuracy on Universal Dependencies v2.8self-reported44.800
- Estonian Test accuracy on Universal Dependencies v2.8self-reported41.400
- Croatian Test accuracy on Universal Dependencies v2.8self-reported34.200
- Gothic Test accuracy on Universal Dependencies v2.8self-reported12.300
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported18.100
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported3.500
- North Sami Test accuracy on Universal Dependencies v2.8self-reported8.900
- Naija Test accuracy on Universal Dependencies v2.8self-reported25.400
- Latvian Test accuracy on Universal Dependencies v2.8self-reported45.000
- Chinese Test accuracy on Universal Dependencies v2.8self-reported53.200
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported34.000
- Bambara Test accuracy on Universal Dependencies v2.8self-reported13.900
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported44.000
- Galician Test accuracy on Universal Dependencies v2.8self-reported29.000
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported40.900
- Greek Test accuracy on Universal Dependencies v2.8self-reported31.300
- Catalan Test accuracy on Universal Dependencies v2.8self-reported29.600
- Czech Test accuracy on Universal Dependencies v2.8self-reported35.400
- Erzya Test accuracy on Universal Dependencies v2.8self-reported9.600
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported22.900
- Thai Test accuracy on Universal Dependencies v2.8self-reported51.600
- Marathi Test accuracy on Universal Dependencies v2.8self-reported36.800
- Basque Test accuracy on Universal Dependencies v2.8self-reported42.100
- Slovak Test accuracy on Universal Dependencies v2.8self-reported36.300
- Kiche Test accuracy on Universal Dependencies v2.8self-reported11.900
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported10.900
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported15.000
- Tamil Test accuracy on Universal Dependencies v2.8self-reported53.400
- Maltese Test accuracy on Universal Dependencies v2.8self-reported9.400
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported31.900
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported38.400
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported7.100
- Urdu Test accuracy on Universal Dependencies v2.8self-reported33.400
- Romanian Test accuracy on Universal Dependencies v2.8self-reported33.500
- Persian Test accuracy on Universal Dependencies v2.8self-reported35.200
- Apurina Test accuracy on Universal Dependencies v2.8self-reported11.900
- Japanese Test accuracy on Universal Dependencies v2.8self-reported39.600
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported37.200
- Hindi Test accuracy on Universal Dependencies v2.8self-reported33.000
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported88.000
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported11.300
- Faroese Test accuracy on Universal Dependencies v2.8self-reported30.300
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported20.600
- Livvi Test accuracy on Universal Dependencies v2.8self-reported29.100
- Arabic Test accuracy on Universal Dependencies v2.8self-reported34.900
- Wolof Test accuracy on Universal Dependencies v2.8self-reported17.000
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported34.300
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported19.300
- Makurap Test accuracy on Universal Dependencies v2.8self-reported21.200
- Kangri Test accuracy on Universal Dependencies v2.8self-reported19.800
- Breton Test accuracy on Universal Dependencies v2.8self-reported27.400
- Telugu Test accuracy on Universal Dependencies v2.8self-reported49.400
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported53.700
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported27.900
- Karelian Test accuracy on Universal Dependencies v2.8self-reported32.800
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported22.100
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported29.800
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported9.700
- Irish Test accuracy on Universal Dependencies v2.8self-reported29.500
- Nayini Test accuracy on Universal Dependencies v2.8self-reported32.100
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported14.400
- Manx Test accuracy on Universal Dependencies v2.8self-reported16.800
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported5.300
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported31.800
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported13.600
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported9.400
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported36.700
- Serbian Test accuracy on Universal Dependencies v2.8self-reported33.900
- Moksha Test accuracy on Universal Dependencies v2.8self-reported10.400
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported34.800
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported29.200
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported23.000
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported44.800
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported44.600
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported7.000