XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Scottish Gaelic
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-gd")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-gd")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-gd
Space using wietsedv/xlm-roberta-base-ft-udpos28-gd 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported75.000
- Dutch Test accuracy on Universal Dependencies v2.8self-reported77.800
- German Test accuracy on Universal Dependencies v2.8self-reported76.500
- Italian Test accuracy on Universal Dependencies v2.8self-reported70.800
- French Test accuracy on Universal Dependencies v2.8self-reported74.600
- Spanish Test accuracy on Universal Dependencies v2.8self-reported78.700
- Russian Test accuracy on Universal Dependencies v2.8self-reported79.200
- Swedish Test accuracy on Universal Dependencies v2.8self-reported78.900
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported72.700
- Danish Test accuracy on Universal Dependencies v2.8self-reported78.000
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported51.000
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported47.000
- Armenian Test accuracy on Universal Dependencies v2.8self-reported69.200
- Welsh Test accuracy on Universal Dependencies v2.8self-reported77.000
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported70.100
- Albanian Test accuracy on Universal Dependencies v2.8self-reported76.100
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported64.300
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported42.600
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported73.600
- Turkish Test accuracy on Universal Dependencies v2.8self-reported71.700
- Finnish Test accuracy on Universal Dependencies v2.8self-reported74.400
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported74.200
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported78.700
- Polish Test accuracy on Universal Dependencies v2.8self-reported81.400
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported77.900
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported73.300
- Latin Test accuracy on Universal Dependencies v2.8self-reported68.800
- Old French Test accuracy on Universal Dependencies v2.8self-reported48.700
- Buryat Test accuracy on Universal Dependencies v2.8self-reported58.400
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported24.600
- Korean Test accuracy on Universal Dependencies v2.8self-reported58.900
- Estonian Test accuracy on Universal Dependencies v2.8self-reported76.800
- Croatian Test accuracy on Universal Dependencies v2.8self-reported74.000
- Gothic Test accuracy on Universal Dependencies v2.8self-reported29.400
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported48.300
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported20.100
- North Sami Test accuracy on Universal Dependencies v2.8self-reported44.300
- Naija Test accuracy on Universal Dependencies v2.8self-reported40.400
- Latvian Test accuracy on Universal Dependencies v2.8self-reported76.700
- Chinese Test accuracy on Universal Dependencies v2.8self-reported51.600
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported68.300
- Bambara Test accuracy on Universal Dependencies v2.8self-reported30.300
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported77.200
- Galician Test accuracy on Universal Dependencies v2.8self-reported77.600
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported56.500
- Greek Test accuracy on Universal Dependencies v2.8self-reported79.100
- Catalan Test accuracy on Universal Dependencies v2.8self-reported74.500
- Czech Test accuracy on Universal Dependencies v2.8self-reported78.700
- Erzya Test accuracy on Universal Dependencies v2.8self-reported51.600
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported49.400
- Thai Test accuracy on Universal Dependencies v2.8self-reported57.100
- Marathi Test accuracy on Universal Dependencies v2.8self-reported72.400
- Basque Test accuracy on Universal Dependencies v2.8self-reported65.900
- Slovak Test accuracy on Universal Dependencies v2.8self-reported80.300
- Kiche Test accuracy on Universal Dependencies v2.8self-reported45.000
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported32.500
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported43.700
- Tamil Test accuracy on Universal Dependencies v2.8self-reported76.700
- Maltese Test accuracy on Universal Dependencies v2.8self-reported34.900
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported59.300
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported73.100
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported34.500
- Urdu Test accuracy on Universal Dependencies v2.8self-reported56.000
- Romanian Test accuracy on Universal Dependencies v2.8self-reported74.400
- Persian Test accuracy on Universal Dependencies v2.8self-reported77.300
- Apurina Test accuracy on Universal Dependencies v2.8self-reported48.400
- Japanese Test accuracy on Universal Dependencies v2.8self-reported38.600
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported78.500
- Hindi Test accuracy on Universal Dependencies v2.8self-reported60.500
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported31.600
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported50.400
- Faroese Test accuracy on Universal Dependencies v2.8self-reported71.200
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported33.500
- Livvi Test accuracy on Universal Dependencies v2.8self-reported61.600
- Arabic Test accuracy on Universal Dependencies v2.8self-reported81.600
- Wolof Test accuracy on Universal Dependencies v2.8self-reported38.100
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported76.600
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported39.800
- Makurap Test accuracy on Universal Dependencies v2.8self-reported23.300
- Kangri Test accuracy on Universal Dependencies v2.8self-reported44.000
- Breton Test accuracy on Universal Dependencies v2.8self-reported60.900
- Telugu Test accuracy on Universal Dependencies v2.8self-reported74.500
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported48.900
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported47.700
- Karelian Test accuracy on Universal Dependencies v2.8self-reported65.400
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported70.900
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported68.400
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported45.000
- Irish Test accuracy on Universal Dependencies v2.8self-reported76.600
- Nayini Test accuracy on Universal Dependencies v2.8self-reported44.900
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported34.000
- Manx Test accuracy on Universal Dependencies v2.8self-reported52.000
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported39.700
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported74.000
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported48.100
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported79.700
- Serbian Test accuracy on Universal Dependencies v2.8self-reported72.700
- Moksha Test accuracy on Universal Dependencies v2.8self-reported49.300
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported68.100
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported93.300
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported44.600
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported86.500
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported67.500
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported38.800