XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Gothic
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-got")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-got")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-got
Space using wietsedv/xlm-roberta-base-ft-udpos28-got 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported47.900
- Dutch Test accuracy on Universal Dependencies v2.8self-reported50.200
- German Test accuracy on Universal Dependencies v2.8self-reported38.900
- Italian Test accuracy on Universal Dependencies v2.8self-reported46.800
- French Test accuracy on Universal Dependencies v2.8self-reported50.200
- Spanish Test accuracy on Universal Dependencies v2.8self-reported51.300
- Russian Test accuracy on Universal Dependencies v2.8self-reported52.400
- Swedish Test accuracy on Universal Dependencies v2.8self-reported51.500
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported49.100
- Danish Test accuracy on Universal Dependencies v2.8self-reported50.800
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported32.800
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported43.800
- Armenian Test accuracy on Universal Dependencies v2.8self-reported50.400
- Welsh Test accuracy on Universal Dependencies v2.8self-reported41.100
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported53.900
- Albanian Test accuracy on Universal Dependencies v2.8self-reported49.000
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported45.300
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported23.800
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported49.300
- Turkish Test accuracy on Universal Dependencies v2.8self-reported46.600
- Finnish Test accuracy on Universal Dependencies v2.8self-reported51.200
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported55.400
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported50.000
- Polish Test accuracy on Universal Dependencies v2.8self-reported52.400
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported50.400
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported46.500
- Latin Test accuracy on Universal Dependencies v2.8self-reported49.100
- Old French Test accuracy on Universal Dependencies v2.8self-reported47.600
- Buryat Test accuracy on Universal Dependencies v2.8self-reported37.400
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported33.800
- Korean Test accuracy on Universal Dependencies v2.8self-reported41.500
- Estonian Test accuracy on Universal Dependencies v2.8self-reported49.500
- Croatian Test accuracy on Universal Dependencies v2.8self-reported57.200
- Gothic Test accuracy on Universal Dependencies v2.8self-reported93.600
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported25.100
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported4.000
- North Sami Test accuracy on Universal Dependencies v2.8self-reported27.900
- Naija Test accuracy on Universal Dependencies v2.8self-reported29.200
- Latvian Test accuracy on Universal Dependencies v2.8self-reported51.500
- Chinese Test accuracy on Universal Dependencies v2.8self-reported16.400
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported42.000
- Bambara Test accuracy on Universal Dependencies v2.8self-reported13.100
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported50.500
- Galician Test accuracy on Universal Dependencies v2.8self-reported49.200
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported47.100
- Greek Test accuracy on Universal Dependencies v2.8self-reported42.000
- Catalan Test accuracy on Universal Dependencies v2.8self-reported50.100
- Czech Test accuracy on Universal Dependencies v2.8self-reported54.300
- Erzya Test accuracy on Universal Dependencies v2.8self-reported22.100
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported38.800
- Thai Test accuracy on Universal Dependencies v2.8self-reported34.700
- Marathi Test accuracy on Universal Dependencies v2.8self-reported35.000
- Basque Test accuracy on Universal Dependencies v2.8self-reported45.900
- Slovak Test accuracy on Universal Dependencies v2.8self-reported55.300
- Kiche Test accuracy on Universal Dependencies v2.8self-reported23.300
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported15.000
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported23.500
- Tamil Test accuracy on Universal Dependencies v2.8self-reported41.100
- Maltese Test accuracy on Universal Dependencies v2.8self-reported21.400
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported50.900
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported50.300
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported14.800
- Urdu Test accuracy on Universal Dependencies v2.8self-reported41.400
- Romanian Test accuracy on Universal Dependencies v2.8self-reported50.100
- Persian Test accuracy on Universal Dependencies v2.8self-reported53.100
- Apurina Test accuracy on Universal Dependencies v2.8self-reported20.800
- Japanese Test accuracy on Universal Dependencies v2.8self-reported16.300
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported42.300
- Hindi Test accuracy on Universal Dependencies v2.8self-reported45.200
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported19.600
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported23.400
- Faroese Test accuracy on Universal Dependencies v2.8self-reported48.900
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported32.400
- Livvi Test accuracy on Universal Dependencies v2.8self-reported38.500
- Arabic Test accuracy on Universal Dependencies v2.8self-reported49.600
- Wolof Test accuracy on Universal Dependencies v2.8self-reported28.400
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported55.600
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported25.200
- Makurap Test accuracy on Universal Dependencies v2.8self-reported18.500
- Kangri Test accuracy on Universal Dependencies v2.8self-reported34.200
- Breton Test accuracy on Universal Dependencies v2.8self-reported36.700
- Telugu Test accuracy on Universal Dependencies v2.8self-reported38.800
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported17.100
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported50.200
- Karelian Test accuracy on Universal Dependencies v2.8self-reported41.700
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported42.700
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported38.900
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported21.100
- Irish Test accuracy on Universal Dependencies v2.8self-reported37.200
- Nayini Test accuracy on Universal Dependencies v2.8self-reported33.300
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported26.600
- Manx Test accuracy on Universal Dependencies v2.8self-reported17.600
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported19.900
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported45.900
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported2.700
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported23.400
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported53.000
- Serbian Test accuracy on Universal Dependencies v2.8self-reported57.400
- Moksha Test accuracy on Universal Dependencies v2.8self-reported24.500
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported47.200
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported36.700
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported28.400
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported44.800
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported48.600
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported21.000