XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Hungarian
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-hu")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-hu")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-hu
Space using wietsedv/xlm-roberta-base-ft-udpos28-hu 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported77.000
- Dutch Test accuracy on Universal Dependencies v2.8self-reported77.000
- German Test accuracy on Universal Dependencies v2.8self-reported77.000
- Italian Test accuracy on Universal Dependencies v2.8self-reported77.600
- French Test accuracy on Universal Dependencies v2.8self-reported75.900
- Spanish Test accuracy on Universal Dependencies v2.8self-reported76.100
- Russian Test accuracy on Universal Dependencies v2.8self-reported78.700
- Swedish Test accuracy on Universal Dependencies v2.8self-reported78.900
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported74.600
- Danish Test accuracy on Universal Dependencies v2.8self-reported77.700
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported55.500
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported31.100
- Armenian Test accuracy on Universal Dependencies v2.8self-reported85.700
- Welsh Test accuracy on Universal Dependencies v2.8self-reported54.900
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported65.600
- Albanian Test accuracy on Universal Dependencies v2.8self-reported80.000
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported71.900
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported23.600
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported70.000
- Turkish Test accuracy on Universal Dependencies v2.8self-reported80.400
- Finnish Test accuracy on Universal Dependencies v2.8self-reported85.100
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported76.600
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported78.500
- Polish Test accuracy on Universal Dependencies v2.8self-reported77.900
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported79.100
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported80.900
- Latin Test accuracy on Universal Dependencies v2.8self-reported71.300
- Old French Test accuracy on Universal Dependencies v2.8self-reported55.100
- Buryat Test accuracy on Universal Dependencies v2.8self-reported62.200
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported22.100
- Korean Test accuracy on Universal Dependencies v2.8self-reported59.100
- Estonian Test accuracy on Universal Dependencies v2.8self-reported87.600
- Croatian Test accuracy on Universal Dependencies v2.8self-reported78.900
- Gothic Test accuracy on Universal Dependencies v2.8self-reported25.600
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported45.700
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported16.300
- North Sami Test accuracy on Universal Dependencies v2.8self-reported44.700
- Naija Test accuracy on Universal Dependencies v2.8self-reported39.300
- Latvian Test accuracy on Universal Dependencies v2.8self-reported81.800
- Chinese Test accuracy on Universal Dependencies v2.8self-reported40.900
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported63.900
- Bambara Test accuracy on Universal Dependencies v2.8self-reported27.000
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported79.700
- Galician Test accuracy on Universal Dependencies v2.8self-reported77.400
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported59.900
- Greek Test accuracy on Universal Dependencies v2.8self-reported79.200
- Catalan Test accuracy on Universal Dependencies v2.8self-reported76.100
- Czech Test accuracy on Universal Dependencies v2.8self-reported79.000
- Erzya Test accuracy on Universal Dependencies v2.8self-reported50.900
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported53.100
- Thai Test accuracy on Universal Dependencies v2.8self-reported45.200
- Marathi Test accuracy on Universal Dependencies v2.8self-reported87.100
- Basque Test accuracy on Universal Dependencies v2.8self-reported73.700
- Slovak Test accuracy on Universal Dependencies v2.8self-reported78.700
- Kiche Test accuracy on Universal Dependencies v2.8self-reported33.500
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported28.000
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported33.200
- Tamil Test accuracy on Universal Dependencies v2.8self-reported82.700
- Maltese Test accuracy on Universal Dependencies v2.8self-reported29.600
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported55.900
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported73.500
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported33.300
- Urdu Test accuracy on Universal Dependencies v2.8self-reported69.400
- Romanian Test accuracy on Universal Dependencies v2.8self-reported72.400
- Persian Test accuracy on Universal Dependencies v2.8self-reported69.200
- Apurina Test accuracy on Universal Dependencies v2.8self-reported38.400
- Japanese Test accuracy on Universal Dependencies v2.8self-reported30.200
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported97.300
- Hindi Test accuracy on Universal Dependencies v2.8self-reported73.900
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported32.800
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported53.600
- Faroese Test accuracy on Universal Dependencies v2.8self-reported67.400
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported40.900
- Livvi Test accuracy on Universal Dependencies v2.8self-reported69.700
- Arabic Test accuracy on Universal Dependencies v2.8self-reported69.200
- Wolof Test accuracy on Universal Dependencies v2.8self-reported34.700
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported74.300
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported29.600
- Makurap Test accuracy on Universal Dependencies v2.8self-reported18.500
- Kangri Test accuracy on Universal Dependencies v2.8self-reported51.800
- Breton Test accuracy on Universal Dependencies v2.8self-reported59.700
- Telugu Test accuracy on Universal Dependencies v2.8self-reported82.100
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported48.300
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported48.900
- Karelian Test accuracy on Universal Dependencies v2.8self-reported74.400
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported69.700
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported61.700
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported44.100
- Irish Test accuracy on Universal Dependencies v2.8self-reported59.800
- Nayini Test accuracy on Universal Dependencies v2.8self-reported44.900
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported23.000
- Manx Test accuracy on Universal Dependencies v2.8self-reported33.500
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported50.000
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported73.400
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported36.600
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported77.300
- Serbian Test accuracy on Universal Dependencies v2.8self-reported80.100
- Moksha Test accuracy on Universal Dependencies v2.8self-reported47.600
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported75.900
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported54.400
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported37.800
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported85.400
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported71.300
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported40.500