XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Catalan
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-ca")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-ca")
- Downloads last month
- 9
Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-ca
Space using wietsedv/xlm-roberta-base-ft-udpos28-ca 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported86.300
- Dutch Test accuracy on Universal Dependencies v2.8self-reported87.200
- German Test accuracy on Universal Dependencies v2.8self-reported79.200
- Italian Test accuracy on Universal Dependencies v2.8self-reported90.200
- French Test accuracy on Universal Dependencies v2.8self-reported90.700
- Spanish Test accuracy on Universal Dependencies v2.8self-reported94.800
- Russian Test accuracy on Universal Dependencies v2.8self-reported89.100
- Swedish Test accuracy on Universal Dependencies v2.8self-reported89.500
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported84.700
- Danish Test accuracy on Universal Dependencies v2.8self-reported89.300
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported53.300
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported41.000
- Armenian Test accuracy on Universal Dependencies v2.8self-reported84.700
- Welsh Test accuracy on Universal Dependencies v2.8self-reported66.000
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported77.400
- Albanian Test accuracy on Universal Dependencies v2.8self-reported79.200
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported79.100
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported32.900
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported78.200
- Turkish Test accuracy on Universal Dependencies v2.8self-reported76.200
- Finnish Test accuracy on Universal Dependencies v2.8self-reported84.700
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported84.500
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported87.500
- Polish Test accuracy on Universal Dependencies v2.8self-reported87.400
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported91.400
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported80.600
- Latin Test accuracy on Universal Dependencies v2.8self-reported79.300
- Old French Test accuracy on Universal Dependencies v2.8self-reported66.500
- Buryat Test accuracy on Universal Dependencies v2.8self-reported62.800
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported27.500
- Korean Test accuracy on Universal Dependencies v2.8self-reported61.600
- Estonian Test accuracy on Universal Dependencies v2.8self-reported87.200
- Croatian Test accuracy on Universal Dependencies v2.8self-reported88.800
- Gothic Test accuracy on Universal Dependencies v2.8self-reported29.100
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported42.100
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported17.200
- North Sami Test accuracy on Universal Dependencies v2.8self-reported41.000
- Naija Test accuracy on Universal Dependencies v2.8self-reported40.300
- Latvian Test accuracy on Universal Dependencies v2.8self-reported85.000
- Chinese Test accuracy on Universal Dependencies v2.8self-reported32.300
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported72.500
- Bambara Test accuracy on Universal Dependencies v2.8self-reported29.800
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported84.100
- Galician Test accuracy on Universal Dependencies v2.8self-reported88.800
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported65.200
- Greek Test accuracy on Universal Dependencies v2.8self-reported85.900
- Catalan Test accuracy on Universal Dependencies v2.8self-reported98.700
- Czech Test accuracy on Universal Dependencies v2.8self-reported89.300
- Erzya Test accuracy on Universal Dependencies v2.8self-reported50.900
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported49.700
- Thai Test accuracy on Universal Dependencies v2.8self-reported43.400
- Marathi Test accuracy on Universal Dependencies v2.8self-reported82.200
- Basque Test accuracy on Universal Dependencies v2.8self-reported74.900
- Slovak Test accuracy on Universal Dependencies v2.8self-reported89.600
- Kiche Test accuracy on Universal Dependencies v2.8self-reported39.200
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported28.800
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported36.400
- Tamil Test accuracy on Universal Dependencies v2.8self-reported82.200
- Maltese Test accuracy on Universal Dependencies v2.8self-reported36.200
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported62.000
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported83.200
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported32.600
- Urdu Test accuracy on Universal Dependencies v2.8self-reported65.200
- Romanian Test accuracy on Universal Dependencies v2.8self-reported84.800
- Persian Test accuracy on Universal Dependencies v2.8self-reported76.700
- Apurina Test accuracy on Universal Dependencies v2.8self-reported37.300
- Japanese Test accuracy on Universal Dependencies v2.8self-reported19.900
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported87.200
- Hindi Test accuracy on Universal Dependencies v2.8self-reported68.800
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported19.200
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported52.600
- Faroese Test accuracy on Universal Dependencies v2.8self-reported76.400
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported38.400
- Livvi Test accuracy on Universal Dependencies v2.8self-reported64.000
- Arabic Test accuracy on Universal Dependencies v2.8self-reported79.200
- Wolof Test accuracy on Universal Dependencies v2.8self-reported38.200
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported89.900
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported43.400
- Makurap Test accuracy on Universal Dependencies v2.8self-reported23.300
- Kangri Test accuracy on Universal Dependencies v2.8self-reported44.900
- Breton Test accuracy on Universal Dependencies v2.8self-reported63.500
- Telugu Test accuracy on Universal Dependencies v2.8self-reported85.000
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported40.500
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported57.800
- Karelian Test accuracy on Universal Dependencies v2.8self-reported73.300
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported75.800
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported64.000
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported44.200
- Irish Test accuracy on Universal Dependencies v2.8self-reported67.200
- Nayini Test accuracy on Universal Dependencies v2.8self-reported50.000
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported28.800
- Manx Test accuracy on Universal Dependencies v2.8self-reported35.300
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported41.300
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported86.000
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported45.700
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported36.600
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported86.000
- Serbian Test accuracy on Universal Dependencies v2.8self-reported90.400
- Moksha Test accuracy on Universal Dependencies v2.8self-reported47.700
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported78.700
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported54.800
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported47.300
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported91.700
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported75.400
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported34.900