XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Belarusian
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-be")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-be")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-be
Space using wietsedv/xlm-roberta-base-ft-udpos28-be 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported77.500
- Dutch Test accuracy on Universal Dependencies v2.8self-reported80.700
- German Test accuracy on Universal Dependencies v2.8self-reported79.400
- Italian Test accuracy on Universal Dependencies v2.8self-reported80.100
- French Test accuracy on Universal Dependencies v2.8self-reported81.200
- Spanish Test accuracy on Universal Dependencies v2.8self-reported83.600
- Russian Test accuracy on Universal Dependencies v2.8self-reported95.300
- Swedish Test accuracy on Universal Dependencies v2.8self-reported85.900
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported80.000
- Danish Test accuracy on Universal Dependencies v2.8self-reported84.300
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported25.500
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported8.200
- Armenian Test accuracy on Universal Dependencies v2.8self-reported87.400
- Welsh Test accuracy on Universal Dependencies v2.8self-reported64.200
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported79.200
- Albanian Test accuracy on Universal Dependencies v2.8self-reported76.200
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported80.100
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported14.300
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported75.000
- Turkish Test accuracy on Universal Dependencies v2.8self-reported73.000
- Finnish Test accuracy on Universal Dependencies v2.8self-reported83.600
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported75.200
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported94.400
- Polish Test accuracy on Universal Dependencies v2.8self-reported88.900
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported83.000
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported81.100
- Latin Test accuracy on Universal Dependencies v2.8self-reported75.600
- Old French Test accuracy on Universal Dependencies v2.8self-reported27.000
- Buryat Test accuracy on Universal Dependencies v2.8self-reported61.100
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported2.900
- Korean Test accuracy on Universal Dependencies v2.8self-reported61.800
- Estonian Test accuracy on Universal Dependencies v2.8self-reported83.000
- Croatian Test accuracy on Universal Dependencies v2.8self-reported90.400
- Gothic Test accuracy on Universal Dependencies v2.8self-reported1.700
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported31.400
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported14.600
- North Sami Test accuracy on Universal Dependencies v2.8self-reported19.400
- Naija Test accuracy on Universal Dependencies v2.8self-reported13.000
- Latvian Test accuracy on Universal Dependencies v2.8self-reported89.500
- Chinese Test accuracy on Universal Dependencies v2.8self-reported52.700
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported70.500
- Bambara Test accuracy on Universal Dependencies v2.8self-reported15.900
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported89.900
- Galician Test accuracy on Universal Dependencies v2.8self-reported84.000
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported63.900
- Greek Test accuracy on Universal Dependencies v2.8self-reported79.100
- Catalan Test accuracy on Universal Dependencies v2.8self-reported80.500
- Czech Test accuracy on Universal Dependencies v2.8self-reported88.300
- Erzya Test accuracy on Universal Dependencies v2.8self-reported52.700
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported51.600
- Thai Test accuracy on Universal Dependencies v2.8self-reported63.400
- Marathi Test accuracy on Universal Dependencies v2.8self-reported85.300
- Basque Test accuracy on Universal Dependencies v2.8self-reported74.900
- Slovak Test accuracy on Universal Dependencies v2.8self-reported88.600
- Kiche Test accuracy on Universal Dependencies v2.8self-reported20.700
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported16.200
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported20.600
- Tamil Test accuracy on Universal Dependencies v2.8self-reported85.400
- Maltese Test accuracy on Universal Dependencies v2.8self-reported12.100
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported66.900
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported81.400
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported22.800
- Urdu Test accuracy on Universal Dependencies v2.8self-reported67.200
- Romanian Test accuracy on Universal Dependencies v2.8self-reported81.700
- Persian Test accuracy on Universal Dependencies v2.8self-reported75.200
- Apurina Test accuracy on Universal Dependencies v2.8self-reported22.700
- Japanese Test accuracy on Universal Dependencies v2.8self-reported38.700
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported76.200
- Hindi Test accuracy on Universal Dependencies v2.8self-reported73.100
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported28.000
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported49.000
- Faroese Test accuracy on Universal Dependencies v2.8self-reported72.200
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported9.100
- Livvi Test accuracy on Universal Dependencies v2.8self-reported54.000
- Arabic Test accuracy on Universal Dependencies v2.8self-reported82.800
- Wolof Test accuracy on Universal Dependencies v2.8self-reported13.600
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported91.600
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported11.100
- Makurap Test accuracy on Universal Dependencies v2.8self-reported1.400
- Kangri Test accuracy on Universal Dependencies v2.8self-reported51.400
- Breton Test accuracy on Universal Dependencies v2.8self-reported52.200
- Telugu Test accuracy on Universal Dependencies v2.8self-reported83.600
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported51.700
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported51.700
- Karelian Test accuracy on Universal Dependencies v2.8self-reported67.100
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported67.000
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported67.400
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported45.800
- Irish Test accuracy on Universal Dependencies v2.8self-reported59.200
- Nayini Test accuracy on Universal Dependencies v2.8self-reported43.600
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported7.600
- Manx Test accuracy on Universal Dependencies v2.8self-reported16.900
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported25.600
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported76.700
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported18.300
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported98.300
- Serbian Test accuracy on Universal Dependencies v2.8self-reported91.000
- Moksha Test accuracy on Universal Dependencies v2.8self-reported50.100
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported78.400
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported48.600
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported44.600
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported89.600
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported75.800
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported39.400