XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Croatian
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-hr")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-hr")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-hr
Space using wietsedv/xlm-roberta-base-ft-udpos28-hr 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported83.700
- Dutch Test accuracy on Universal Dependencies v2.8self-reported83.700
- German Test accuracy on Universal Dependencies v2.8self-reported83.200
- Italian Test accuracy on Universal Dependencies v2.8self-reported83.200
- French Test accuracy on Universal Dependencies v2.8self-reported84.200
- Spanish Test accuracy on Universal Dependencies v2.8self-reported87.800
- Russian Test accuracy on Universal Dependencies v2.8self-reported91.400
- Swedish Test accuracy on Universal Dependencies v2.8self-reported85.400
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported79.000
- Danish Test accuracy on Universal Dependencies v2.8self-reported83.800
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported43.500
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported32.500
- Armenian Test accuracy on Universal Dependencies v2.8self-reported84.700
- Welsh Test accuracy on Universal Dependencies v2.8self-reported67.900
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported76.800
- Albanian Test accuracy on Universal Dependencies v2.8self-reported75.200
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported87.000
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported28.300
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported78.500
- Turkish Test accuracy on Universal Dependencies v2.8self-reported75.900
- Finnish Test accuracy on Universal Dependencies v2.8self-reported83.200
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported81.300
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported93.200
- Polish Test accuracy on Universal Dependencies v2.8self-reported92.300
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported84.600
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported79.400
- Latin Test accuracy on Universal Dependencies v2.8self-reported77.400
- Old French Test accuracy on Universal Dependencies v2.8self-reported54.300
- Buryat Test accuracy on Universal Dependencies v2.8self-reported61.100
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported20.000
- Korean Test accuracy on Universal Dependencies v2.8self-reported60.700
- Estonian Test accuracy on Universal Dependencies v2.8self-reported85.700
- Croatian Test accuracy on Universal Dependencies v2.8self-reported98.300
- Gothic Test accuracy on Universal Dependencies v2.8self-reported16.500
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported44.800
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported15.900
- North Sami Test accuracy on Universal Dependencies v2.8self-reported35.300
- Naija Test accuracy on Universal Dependencies v2.8self-reported39.600
- Latvian Test accuracy on Universal Dependencies v2.8self-reported86.500
- Chinese Test accuracy on Universal Dependencies v2.8self-reported41.200
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported70.900
- Bambara Test accuracy on Universal Dependencies v2.8self-reported28.200
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported86.100
- Galician Test accuracy on Universal Dependencies v2.8self-reported86.000
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported66.500
- Greek Test accuracy on Universal Dependencies v2.8self-reported85.800
- Catalan Test accuracy on Universal Dependencies v2.8self-reported85.500
- Czech Test accuracy on Universal Dependencies v2.8self-reported94.800
- Erzya Test accuracy on Universal Dependencies v2.8self-reported47.200
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported49.200
- Thai Test accuracy on Universal Dependencies v2.8self-reported63.400
- Marathi Test accuracy on Universal Dependencies v2.8self-reported87.100
- Basque Test accuracy on Universal Dependencies v2.8self-reported75.000
- Slovak Test accuracy on Universal Dependencies v2.8self-reported95.000
- Kiche Test accuracy on Universal Dependencies v2.8self-reported35.800
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported28.500
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported41.300
- Tamil Test accuracy on Universal Dependencies v2.8self-reported84.800
- Maltese Test accuracy on Universal Dependencies v2.8self-reported23.700
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported62.100
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported79.900
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported31.900
- Urdu Test accuracy on Universal Dependencies v2.8self-reported65.000
- Romanian Test accuracy on Universal Dependencies v2.8self-reported82.500
- Persian Test accuracy on Universal Dependencies v2.8self-reported79.400
- Apurina Test accuracy on Universal Dependencies v2.8self-reported38.400
- Japanese Test accuracy on Universal Dependencies v2.8self-reported30.100
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported83.800
- Hindi Test accuracy on Universal Dependencies v2.8self-reported67.800
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported27.000
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported44.900
- Faroese Test accuracy on Universal Dependencies v2.8self-reported77.300
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported35.600
- Livvi Test accuracy on Universal Dependencies v2.8self-reported65.500
- Arabic Test accuracy on Universal Dependencies v2.8self-reported82.300
- Wolof Test accuracy on Universal Dependencies v2.8self-reported32.200
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported92.600
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported37.000
- Makurap Test accuracy on Universal Dependencies v2.8self-reported17.800
- Kangri Test accuracy on Universal Dependencies v2.8self-reported47.900
- Breton Test accuracy on Universal Dependencies v2.8self-reported62.200
- Telugu Test accuracy on Universal Dependencies v2.8self-reported82.400
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported45.600
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported48.900
- Karelian Test accuracy on Universal Dependencies v2.8self-reported71.700
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported79.400
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported68.900
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported39.600
- Irish Test accuracy on Universal Dependencies v2.8self-reported65.400
- Nayini Test accuracy on Universal Dependencies v2.8self-reported42.300
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported28.800
- Manx Test accuracy on Universal Dependencies v2.8self-reported35.700
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported33.700
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported79.800
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported33.100
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported91.600
- Serbian Test accuracy on Universal Dependencies v2.8self-reported97.500
- Moksha Test accuracy on Universal Dependencies v2.8self-reported45.700
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported77.700
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported57.700
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported36.500
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported85.400
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported72.200
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported35.400