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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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Hosted inference API
This model can be loaded on the Inference API on-demand.

Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-hu

Space using wietsedv/xlm-roberta-base-ft-udpos28-hu

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.600
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    75.900
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    76.100
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.700
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.600
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.700
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    55.500
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    31.100
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.700
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    54.900
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    65.600
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.000
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.900
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    23.600
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    70.000
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    80.400
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    85.100
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.600
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.500
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.900
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    79.100
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    71.300
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    55.100
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    62.200
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    22.100
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    59.100
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.600
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    25.600
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    45.700
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    16.300
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    44.700
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    39.300
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.800
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    40.900
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    63.900
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    27.000
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.700
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    59.900
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    79.200
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    76.100
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    79.000
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    50.900
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    53.100
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    45.200
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    87.100
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    73.700
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    78.700
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    33.500
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    28.000
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    33.200
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    82.700
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    29.600
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    55.900
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    73.500
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    33.300
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    69.400
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.400
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.200
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    38.400
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.200
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    97.300
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    73.900
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    32.800
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    53.600
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    67.400
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    40.900
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    69.700
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    69.200
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    34.700
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.300
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    29.600
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    18.500
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    51.800
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    59.700
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    82.100
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    48.300
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    48.900
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.400
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.700
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    61.700
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    44.100
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    59.800
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    44.900
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    23.000
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    33.500
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    50.000
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    73.400
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    36.600
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.300
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.100
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    47.600
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.900
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    54.400
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    37.800
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    85.400
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    71.300
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    40.500