XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Western Armenian
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-hyw")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-hyw")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-hyw
Space using wietsedv/xlm-roberta-base-ft-udpos28-hyw 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported83.000
- Dutch Test accuracy on Universal Dependencies v2.8self-reported81.900
- German Test accuracy on Universal Dependencies v2.8self-reported83.900
- Italian Test accuracy on Universal Dependencies v2.8self-reported80.900
- French Test accuracy on Universal Dependencies v2.8self-reported79.200
- Spanish Test accuracy on Universal Dependencies v2.8self-reported80.900
- Russian Test accuracy on Universal Dependencies v2.8self-reported89.100
- Swedish Test accuracy on Universal Dependencies v2.8self-reported86.200
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported80.600
- Danish Test accuracy on Universal Dependencies v2.8self-reported84.800
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported56.700
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported29.300
- Armenian Test accuracy on Universal Dependencies v2.8self-reported90.200
- Welsh Test accuracy on Universal Dependencies v2.8self-reported63.800
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported77.000
- Albanian Test accuracy on Universal Dependencies v2.8self-reported83.500
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported78.000
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported22.700
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported76.700
- Turkish Test accuracy on Universal Dependencies v2.8self-reported78.100
- Finnish Test accuracy on Universal Dependencies v2.8self-reported84.500
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported80.700
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported88.400
- Polish Test accuracy on Universal Dependencies v2.8self-reported83.700
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported83.100
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported85.000
- Latin Test accuracy on Universal Dependencies v2.8self-reported79.000
- Old French Test accuracy on Universal Dependencies v2.8self-reported58.300
- Buryat Test accuracy on Universal Dependencies v2.8self-reported65.400
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported16.200
- Korean Test accuracy on Universal Dependencies v2.8self-reported62.100
- Estonian Test accuracy on Universal Dependencies v2.8self-reported84.600
- Croatian Test accuracy on Universal Dependencies v2.8self-reported86.900
- Gothic Test accuracy on Universal Dependencies v2.8self-reported24.500
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported57.300
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported14.600
- North Sami Test accuracy on Universal Dependencies v2.8self-reported35.000
- Naija Test accuracy on Universal Dependencies v2.8self-reported43.000
- Latvian Test accuracy on Universal Dependencies v2.8self-reported87.500
- Chinese Test accuracy on Universal Dependencies v2.8self-reported41.700
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported68.900
- Bambara Test accuracy on Universal Dependencies v2.8self-reported30.700
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported87.200
- Galician Test accuracy on Universal Dependencies v2.8self-reported80.900
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported65.000
- Greek Test accuracy on Universal Dependencies v2.8self-reported87.600
- Catalan Test accuracy on Universal Dependencies v2.8self-reported80.000
- Czech Test accuracy on Universal Dependencies v2.8self-reported86.000
- Erzya Test accuracy on Universal Dependencies v2.8self-reported47.600
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported57.800
- Thai Test accuracy on Universal Dependencies v2.8self-reported59.900
- Marathi Test accuracy on Universal Dependencies v2.8self-reported84.700
- Basque Test accuracy on Universal Dependencies v2.8self-reported80.700
- Slovak Test accuracy on Universal Dependencies v2.8self-reported86.200
- Kiche Test accuracy on Universal Dependencies v2.8self-reported26.500
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported24.800
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported38.500
- Tamil Test accuracy on Universal Dependencies v2.8self-reported84.200
- Maltese Test accuracy on Universal Dependencies v2.8self-reported28.200
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported68.400
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported79.500
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported28.700
- Urdu Test accuracy on Universal Dependencies v2.8self-reported68.100
- Romanian Test accuracy on Universal Dependencies v2.8self-reported82.100
- Persian Test accuracy on Universal Dependencies v2.8self-reported74.900
- Apurina Test accuracy on Universal Dependencies v2.8self-reported31.900
- Japanese Test accuracy on Universal Dependencies v2.8self-reported35.200
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported83.700
- Hindi Test accuracy on Universal Dependencies v2.8self-reported74.900
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported26.800
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported51.500
- Faroese Test accuracy on Universal Dependencies v2.8self-reported77.900
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported39.400
- Livvi Test accuracy on Universal Dependencies v2.8self-reported67.500
- Arabic Test accuracy on Universal Dependencies v2.8self-reported77.600
- Wolof Test accuracy on Universal Dependencies v2.8self-reported31.300
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported86.300
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported21.300
- Makurap Test accuracy on Universal Dependencies v2.8self-reported11.600
- Kangri Test accuracy on Universal Dependencies v2.8self-reported57.800
- Breton Test accuracy on Universal Dependencies v2.8self-reported65.400
- Telugu Test accuracy on Universal Dependencies v2.8self-reported80.200
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported48.500
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported52.500
- Karelian Test accuracy on Universal Dependencies v2.8self-reported72.200
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported76.400
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported69.800
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported44.200
- Irish Test accuracy on Universal Dependencies v2.8self-reported61.500
- Nayini Test accuracy on Universal Dependencies v2.8self-reported53.800
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported12.500
- Manx Test accuracy on Universal Dependencies v2.8self-reported29.800
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported34.200
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported81.700
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported30.800
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported89.700
- Serbian Test accuracy on Universal Dependencies v2.8self-reported87.100
- Moksha Test accuracy on Universal Dependencies v2.8self-reported45.200
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported93.900
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported56.800
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported43.200
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported85.400
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported76.100
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported38.100