XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Ancient Greek
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-grc")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-grc")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-grc
Space using wietsedv/xlm-roberta-base-ft-udpos28-grc 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported58.300
- Dutch Test accuracy on Universal Dependencies v2.8self-reported57.100
- German Test accuracy on Universal Dependencies v2.8self-reported61.300
- Italian Test accuracy on Universal Dependencies v2.8self-reported56.600
- French Test accuracy on Universal Dependencies v2.8self-reported57.300
- Spanish Test accuracy on Universal Dependencies v2.8self-reported54.500
- Russian Test accuracy on Universal Dependencies v2.8self-reported71.100
- Swedish Test accuracy on Universal Dependencies v2.8self-reported62.900
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported59.900
- Danish Test accuracy on Universal Dependencies v2.8self-reported61.600
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported45.300
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported38.900
- Armenian Test accuracy on Universal Dependencies v2.8self-reported69.400
- Welsh Test accuracy on Universal Dependencies v2.8self-reported57.900
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported68.000
- Albanian Test accuracy on Universal Dependencies v2.8self-reported63.300
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported58.200
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported26.500
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported62.000
- Turkish Test accuracy on Universal Dependencies v2.8self-reported66.500
- Finnish Test accuracy on Universal Dependencies v2.8self-reported70.300
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported59.700
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported72.600
- Polish Test accuracy on Universal Dependencies v2.8self-reported70.300
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported59.700
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported71.000
- Latin Test accuracy on Universal Dependencies v2.8self-reported68.800
- Old French Test accuracy on Universal Dependencies v2.8self-reported49.400
- Buryat Test accuracy on Universal Dependencies v2.8self-reported56.400
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported27.900
- Korean Test accuracy on Universal Dependencies v2.8self-reported55.500
- Estonian Test accuracy on Universal Dependencies v2.8self-reported70.000
- Croatian Test accuracy on Universal Dependencies v2.8self-reported64.800
- Gothic Test accuracy on Universal Dependencies v2.8self-reported33.900
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported47.200
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported29.100
- North Sami Test accuracy on Universal Dependencies v2.8self-reported37.400
- Naija Test accuracy on Universal Dependencies v2.8self-reported37.200
- Latvian Test accuracy on Universal Dependencies v2.8self-reported74.500
- Chinese Test accuracy on Universal Dependencies v2.8self-reported56.600
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported57.600
- Bambara Test accuracy on Universal Dependencies v2.8self-reported28.600
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported77.400
- Galician Test accuracy on Universal Dependencies v2.8self-reported61.600
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported63.700
- Greek Test accuracy on Universal Dependencies v2.8self-reported63.300
- Catalan Test accuracy on Universal Dependencies v2.8self-reported54.200
- Czech Test accuracy on Universal Dependencies v2.8self-reported70.100
- Erzya Test accuracy on Universal Dependencies v2.8self-reported46.700
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported43.700
- Thai Test accuracy on Universal Dependencies v2.8self-reported61.100
- Marathi Test accuracy on Universal Dependencies v2.8self-reported75.500
- Basque Test accuracy on Universal Dependencies v2.8self-reported63.300
- Slovak Test accuracy on Universal Dependencies v2.8self-reported67.300
- Kiche Test accuracy on Universal Dependencies v2.8self-reported29.700
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported30.400
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported49.400
- Tamil Test accuracy on Universal Dependencies v2.8self-reported68.700
- Maltese Test accuracy on Universal Dependencies v2.8self-reported29.600
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported89.600
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported63.600
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported36.400
- Urdu Test accuracy on Universal Dependencies v2.8self-reported44.800
- Romanian Test accuracy on Universal Dependencies v2.8self-reported66.300
- Persian Test accuracy on Universal Dependencies v2.8self-reported64.400
- Apurina Test accuracy on Universal Dependencies v2.8self-reported41.700
- Japanese Test accuracy on Universal Dependencies v2.8self-reported44.300
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported61.400
- Hindi Test accuracy on Universal Dependencies v2.8self-reported47.800
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported48.000
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported45.900
- Faroese Test accuracy on Universal Dependencies v2.8self-reported59.200
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported42.900
- Livvi Test accuracy on Universal Dependencies v2.8self-reported61.800
- Arabic Test accuracy on Universal Dependencies v2.8self-reported65.300
- Wolof Test accuracy on Universal Dependencies v2.8self-reported27.800
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported64.900
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported30.800
- Makurap Test accuracy on Universal Dependencies v2.8self-reported18.500
- Kangri Test accuracy on Universal Dependencies v2.8self-reported45.900
- Breton Test accuracy on Universal Dependencies v2.8self-reported47.100
- Telugu Test accuracy on Universal Dependencies v2.8self-reported75.300
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported60.200
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported58.800
- Karelian Test accuracy on Universal Dependencies v2.8self-reported64.500
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported62.900
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported61.700
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported45.400
- Irish Test accuracy on Universal Dependencies v2.8self-reported52.400
- Nayini Test accuracy on Universal Dependencies v2.8self-reported51.300
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported21.600
- Manx Test accuracy on Universal Dependencies v2.8self-reported27.100
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported44.700
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported58.400
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported44.400
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported75.300
- Serbian Test accuracy on Universal Dependencies v2.8self-reported63.300
- Moksha Test accuracy on Universal Dependencies v2.8self-reported46.100
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported67.100
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported49.200
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported45.900
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported72.900
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported72.700
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported40.200