XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Czech
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-cs")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-cs")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-cs
Space using wietsedv/xlm-roberta-base-ft-udpos28-cs 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported83.400
- Dutch Test accuracy on Universal Dependencies v2.8self-reported83.900
- German Test accuracy on Universal Dependencies v2.8self-reported83.200
- Italian Test accuracy on Universal Dependencies v2.8self-reported81.500
- French Test accuracy on Universal Dependencies v2.8self-reported83.500
- Spanish Test accuracy on Universal Dependencies v2.8self-reported85.900
- Russian Test accuracy on Universal Dependencies v2.8self-reported91.200
- Swedish Test accuracy on Universal Dependencies v2.8self-reported88.300
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported79.600
- Danish Test accuracy on Universal Dependencies v2.8self-reported85.400
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported55.400
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported40.300
- Armenian Test accuracy on Universal Dependencies v2.8self-reported84.200
- Welsh Test accuracy on Universal Dependencies v2.8self-reported66.400
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported76.600
- Albanian Test accuracy on Universal Dependencies v2.8self-reported76.800
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported87.400
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported37.300
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported79.300
- Turkish Test accuracy on Universal Dependencies v2.8self-reported77.500
- Finnish Test accuracy on Universal Dependencies v2.8self-reported83.300
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported83.000
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported92.800
- Polish Test accuracy on Universal Dependencies v2.8self-reported92.100
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported86.300
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported80.200
- Latin Test accuracy on Universal Dependencies v2.8self-reported79.700
- Old French Test accuracy on Universal Dependencies v2.8self-reported59.400
- Buryat Test accuracy on Universal Dependencies v2.8self-reported60.300
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported22.500
- Korean Test accuracy on Universal Dependencies v2.8self-reported58.900
- Estonian Test accuracy on Universal Dependencies v2.8self-reported85.700
- Croatian Test accuracy on Universal Dependencies v2.8self-reported94.900
- Gothic Test accuracy on Universal Dependencies v2.8self-reported27.200
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported48.800
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported15.000
- North Sami Test accuracy on Universal Dependencies v2.8self-reported43.400
- Naija Test accuracy on Universal Dependencies v2.8self-reported41.600
- Latvian Test accuracy on Universal Dependencies v2.8self-reported85.900
- Chinese Test accuracy on Universal Dependencies v2.8self-reported31.900
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported72.000
- Bambara Test accuracy on Universal Dependencies v2.8self-reported27.800
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported86.500
- Galician Test accuracy on Universal Dependencies v2.8self-reported85.100
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported67.400
- Greek Test accuracy on Universal Dependencies v2.8self-reported84.200
- Catalan Test accuracy on Universal Dependencies v2.8self-reported84.600
- Czech Test accuracy on Universal Dependencies v2.8self-reported98.400
- Erzya Test accuracy on Universal Dependencies v2.8self-reported51.100
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported48.700
- Thai Test accuracy on Universal Dependencies v2.8self-reported52.400
- Marathi Test accuracy on Universal Dependencies v2.8self-reported87.700
- Basque Test accuracy on Universal Dependencies v2.8self-reported74.000
- Slovak Test accuracy on Universal Dependencies v2.8self-reported95.800
- Kiche Test accuracy on Universal Dependencies v2.8self-reported36.800
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported28.300
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported43.300
- Tamil Test accuracy on Universal Dependencies v2.8self-reported84.300
- Maltese Test accuracy on Universal Dependencies v2.8self-reported33.100
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported59.500
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported79.100
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported34.100
- Urdu Test accuracy on Universal Dependencies v2.8self-reported61.900
- Romanian Test accuracy on Universal Dependencies v2.8self-reported83.800
- Persian Test accuracy on Universal Dependencies v2.8self-reported80.100
- Apurina Test accuracy on Universal Dependencies v2.8self-reported48.400
- Japanese Test accuracy on Universal Dependencies v2.8self-reported19.400
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported79.100
- Hindi Test accuracy on Universal Dependencies v2.8self-reported65.800
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported15.700
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported49.200
- Faroese Test accuracy on Universal Dependencies v2.8self-reported76.100
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported35.800
- Livvi Test accuracy on Universal Dependencies v2.8self-reported65.900
- Arabic Test accuracy on Universal Dependencies v2.8self-reported80.400
- Wolof Test accuracy on Universal Dependencies v2.8self-reported38.200
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported91.900
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported38.000
- Makurap Test accuracy on Universal Dependencies v2.8self-reported21.200
- Kangri Test accuracy on Universal Dependencies v2.8self-reported48.400
- Breton Test accuracy on Universal Dependencies v2.8self-reported58.200
- Telugu Test accuracy on Universal Dependencies v2.8self-reported82.100
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported37.200
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported48.400
- Karelian Test accuracy on Universal Dependencies v2.8self-reported69.500
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported81.000
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported68.700
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported44.400
- Irish Test accuracy on Universal Dependencies v2.8self-reported67.800
- Nayini Test accuracy on Universal Dependencies v2.8self-reported47.400
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported28.100
- Manx Test accuracy on Universal Dependencies v2.8self-reported37.600
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported40.200
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported78.200
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported43.500
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported90.100
- Serbian Test accuracy on Universal Dependencies v2.8self-reported96.000
- Moksha Test accuracy on Universal Dependencies v2.8self-reported48.500
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported74.900
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported58.000
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported39.200
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported87.500
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported72.100
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported35.400