XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Portuguese
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-pt")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-pt")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-pt
Space using wietsedv/xlm-roberta-base-ft-udpos28-pt 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported87.100
- Dutch Test accuracy on Universal Dependencies v2.8self-reported87.500
- German Test accuracy on Universal Dependencies v2.8self-reported80.500
- Italian Test accuracy on Universal Dependencies v2.8self-reported88.700
- French Test accuracy on Universal Dependencies v2.8self-reported89.700
- Spanish Test accuracy on Universal Dependencies v2.8self-reported91.800
- Russian Test accuracy on Universal Dependencies v2.8self-reported88.600
- Swedish Test accuracy on Universal Dependencies v2.8self-reported87.700
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported82.500
- Danish Test accuracy on Universal Dependencies v2.8self-reported88.600
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported54.800
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported36.500
- Armenian Test accuracy on Universal Dependencies v2.8self-reported83.900
- Welsh Test accuracy on Universal Dependencies v2.8self-reported64.800
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported77.400
- Albanian Test accuracy on Universal Dependencies v2.8self-reported77.800
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported78.300
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported26.300
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported76.900
- Turkish Test accuracy on Universal Dependencies v2.8self-reported77.200
- Finnish Test accuracy on Universal Dependencies v2.8self-reported82.800
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported85.300
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported85.400
- Polish Test accuracy on Universal Dependencies v2.8self-reported85.700
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported94.200
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported81.400
- Latin Test accuracy on Universal Dependencies v2.8self-reported77.900
- Old French Test accuracy on Universal Dependencies v2.8self-reported64.700
- Buryat Test accuracy on Universal Dependencies v2.8self-reported59.900
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported22.500
- Korean Test accuracy on Universal Dependencies v2.8self-reported60.800
- Estonian Test accuracy on Universal Dependencies v2.8self-reported84.500
- Croatian Test accuracy on Universal Dependencies v2.8self-reported86.300
- Gothic Test accuracy on Universal Dependencies v2.8self-reported30.900
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported45.700
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported16.100
- North Sami Test accuracy on Universal Dependencies v2.8self-reported40.700
- Naija Test accuracy on Universal Dependencies v2.8self-reported41.600
- Latvian Test accuracy on Universal Dependencies v2.8self-reported85.100
- Chinese Test accuracy on Universal Dependencies v2.8self-reported31.000
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported72.000
- Bambara Test accuracy on Universal Dependencies v2.8self-reported32.300
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported83.500
- Galician Test accuracy on Universal Dependencies v2.8self-reported88.000
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported64.400
- Greek Test accuracy on Universal Dependencies v2.8self-reported83.800
- Catalan Test accuracy on Universal Dependencies v2.8self-reported91.700
- Czech Test accuracy on Universal Dependencies v2.8self-reported87.300
- Erzya Test accuracy on Universal Dependencies v2.8self-reported47.900
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported51.400
- Thai Test accuracy on Universal Dependencies v2.8self-reported44.900
- Marathi Test accuracy on Universal Dependencies v2.8self-reported85.900
- Basque Test accuracy on Universal Dependencies v2.8self-reported75.700
- Slovak Test accuracy on Universal Dependencies v2.8self-reported88.800
- Kiche Test accuracy on Universal Dependencies v2.8self-reported35.600
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported29.200
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported33.600
- Tamil Test accuracy on Universal Dependencies v2.8self-reported83.700
- Maltese Test accuracy on Universal Dependencies v2.8self-reported31.100
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported62.600
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported80.600
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported32.700
- Urdu Test accuracy on Universal Dependencies v2.8self-reported66.600
- Romanian Test accuracy on Universal Dependencies v2.8self-reported84.800
- Persian Test accuracy on Universal Dependencies v2.8self-reported75.200
- Apurina Test accuracy on Universal Dependencies v2.8self-reported40.800
- Japanese Test accuracy on Universal Dependencies v2.8self-reported16.500
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported84.500
- Hindi Test accuracy on Universal Dependencies v2.8self-reported73.000
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported22.700
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported51.000
- Faroese Test accuracy on Universal Dependencies v2.8self-reported77.300
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported36.300
- Livvi Test accuracy on Universal Dependencies v2.8self-reported63.200
- Arabic Test accuracy on Universal Dependencies v2.8self-reported78.700
- Wolof Test accuracy on Universal Dependencies v2.8self-reported38.600
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported88.500
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported29.800
- Makurap Test accuracy on Universal Dependencies v2.8self-reported17.100
- Kangri Test accuracy on Universal Dependencies v2.8self-reported46.000
- Breton Test accuracy on Universal Dependencies v2.8self-reported65.400
- Telugu Test accuracy on Universal Dependencies v2.8self-reported83.200
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported37.600
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported57.900
- Karelian Test accuracy on Universal Dependencies v2.8self-reported71.700
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported76.900
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported65.800
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported43.200
- Irish Test accuracy on Universal Dependencies v2.8self-reported69.000
- Nayini Test accuracy on Universal Dependencies v2.8self-reported42.300
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported19.900
- Manx Test accuracy on Universal Dependencies v2.8self-reported36.100
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported38.300
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported82.400
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported32.100
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported86.600
- Serbian Test accuracy on Universal Dependencies v2.8self-reported87.900
- Moksha Test accuracy on Universal Dependencies v2.8self-reported44.400
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported79.700
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported58.100
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported50.000
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported93.800
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported75.200
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported34.900