XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Romanian
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-ro")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-ro")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-ro
Space using wietsedv/xlm-roberta-base-ft-udpos28-ro 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported88.400
- Dutch Test accuracy on Universal Dependencies v2.8self-reported86.100
- German Test accuracy on Universal Dependencies v2.8self-reported87.300
- Italian Test accuracy on Universal Dependencies v2.8self-reported88.200
- French Test accuracy on Universal Dependencies v2.8self-reported91.300
- Spanish Test accuracy on Universal Dependencies v2.8self-reported91.100
- Russian Test accuracy on Universal Dependencies v2.8self-reported90.400
- Swedish Test accuracy on Universal Dependencies v2.8self-reported90.700
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported85.000
- Danish Test accuracy on Universal Dependencies v2.8self-reported91.000
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported56.200
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported41.800
- Armenian Test accuracy on Universal Dependencies v2.8self-reported88.400
- Welsh Test accuracy on Universal Dependencies v2.8self-reported71.700
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported78.700
- Albanian Test accuracy on Universal Dependencies v2.8self-reported90.200
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported80.300
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported39.300
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported79.500
- Turkish Test accuracy on Universal Dependencies v2.8self-reported79.500
- Finnish Test accuracy on Universal Dependencies v2.8self-reported86.000
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported84.200
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported89.700
- Polish Test accuracy on Universal Dependencies v2.8self-reported89.500
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported90.300
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported85.000
- Latin Test accuracy on Universal Dependencies v2.8self-reported81.800
- Old French Test accuracy on Universal Dependencies v2.8self-reported65.700
- Buryat Test accuracy on Universal Dependencies v2.8self-reported64.900
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported27.100
- Korean Test accuracy on Universal Dependencies v2.8self-reported64.300
- Estonian Test accuracy on Universal Dependencies v2.8self-reported87.500
- Croatian Test accuracy on Universal Dependencies v2.8self-reported89.700
- Gothic Test accuracy on Universal Dependencies v2.8self-reported35.100
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported55.500
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported16.800
- North Sami Test accuracy on Universal Dependencies v2.8self-reported45.000
- Naija Test accuracy on Universal Dependencies v2.8self-reported43.800
- Latvian Test accuracy on Universal Dependencies v2.8self-reported89.500
- Chinese Test accuracy on Universal Dependencies v2.8self-reported54.900
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported74.000
- Bambara Test accuracy on Universal Dependencies v2.8self-reported32.900
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported87.700
- Galician Test accuracy on Universal Dependencies v2.8self-reported89.900
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported66.200
- Greek Test accuracy on Universal Dependencies v2.8self-reported88.900
- Catalan Test accuracy on Universal Dependencies v2.8self-reported90.000
- Czech Test accuracy on Universal Dependencies v2.8self-reported89.800
- Erzya Test accuracy on Universal Dependencies v2.8self-reported51.500
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported55.000
- Thai Test accuracy on Universal Dependencies v2.8self-reported64.900
- Marathi Test accuracy on Universal Dependencies v2.8self-reported87.100
- Basque Test accuracy on Universal Dependencies v2.8self-reported80.700
- Slovak Test accuracy on Universal Dependencies v2.8self-reported89.800
- Kiche Test accuracy on Universal Dependencies v2.8self-reported42.400
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported30.300
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported46.200
- Tamil Test accuracy on Universal Dependencies v2.8self-reported82.500
- Maltese Test accuracy on Universal Dependencies v2.8self-reported38.300
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported67.800
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported85.100
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported34.400
- Urdu Test accuracy on Universal Dependencies v2.8self-reported63.400
- Romanian Test accuracy on Universal Dependencies v2.8self-reported96.800
- Persian Test accuracy on Universal Dependencies v2.8self-reported79.000
- Apurina Test accuracy on Universal Dependencies v2.8self-reported43.100
- Japanese Test accuracy on Universal Dependencies v2.8self-reported43.700
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported79.900
- Hindi Test accuracy on Universal Dependencies v2.8self-reported70.600
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported40.800
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported57.200
- Faroese Test accuracy on Universal Dependencies v2.8self-reported80.900
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported40.400
- Livvi Test accuracy on Universal Dependencies v2.8self-reported66.900
- Arabic Test accuracy on Universal Dependencies v2.8self-reported83.500
- Wolof Test accuracy on Universal Dependencies v2.8self-reported43.100
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported91.200
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported40.600
- Makurap Test accuracy on Universal Dependencies v2.8self-reported20.500
- Kangri Test accuracy on Universal Dependencies v2.8self-reported53.700
- Breton Test accuracy on Universal Dependencies v2.8self-reported68.700
- Telugu Test accuracy on Universal Dependencies v2.8self-reported82.900
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported57.000
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported59.100
- Karelian Test accuracy on Universal Dependencies v2.8self-reported75.000
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported77.800
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported71.200
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported47.000
- Irish Test accuracy on Universal Dependencies v2.8self-reported69.400
- Nayini Test accuracy on Universal Dependencies v2.8self-reported56.400
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported29.200
- Manx Test accuracy on Universal Dependencies v2.8self-reported38.800
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported43.700
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported88.200
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported44.500
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported90.400
- Serbian Test accuracy on Universal Dependencies v2.8self-reported89.500
- Moksha Test accuracy on Universal Dependencies v2.8self-reported49.100
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported82.000
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported63.100
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported47.300
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported88.500
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported78.000
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported37.500