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wietsedv
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xlm-roberta-base-ft-udpos28-gl

Token Classification
Transformers
PyTorch
Galician
xlm-roberta
part-of-speech
Eval Results
Inference Endpoints
Model card Files Community
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XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Galician

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-gl")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-gl")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-gl

Space using wietsedv/xlm-roberta-base-ft-udpos28-gl 1

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    86.500
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    87.600
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    83.300
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.600
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    88.300
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.600
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.200
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.700
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.800
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    53.100
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    30.700
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    67.100
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    73.700
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.700
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.400
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    25.800
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    79.400
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    76.800
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    84.400
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.600
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.800
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    90.900
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    81.100
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    80.000
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    64.000
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    58.000
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    18.800
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    62.500
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.300
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.300
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    22.400
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    47.900
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    14.600
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    32.100
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    41.100
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.500
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    32.800
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    71.900
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    28.800
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.400
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    93.800
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    63.800
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    87.600
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    87.400
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    87.600
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    42.600
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    52.000
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    49.300
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    80.400
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    75.800
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    87.600
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    31.800
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    21.500
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    34.400
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    81.600
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    25.200
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    59.400
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    29.200
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    64.600
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.500
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    32.800
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    20.000
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.000
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    71.800
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    14.300
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    42.700
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    76.800
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    21.000
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    62.400
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    82.100
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    33.200
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.500
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    24.400
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    16.400
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    43.600
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    66.200
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    79.600
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    37.000
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    49.500
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.500
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.200
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    65.100
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    36.200
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    69.200
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    43.600
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    19.700
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    33.400
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    30.300
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    83.300
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    26.900
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.900
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.800
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    38.800
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.100
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    58.700
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    35.100
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    90.600
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    70.700
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    28.700
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