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wietsedv
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xlm-roberta-base-ft-udpos28-es

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    88.300
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    88.600
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.700
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    91.000
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    95.500
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.900
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    89.800
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    90.800
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    43.600
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    20.700
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    66.500
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    74.000
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.300
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.600
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    21.000
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    77.600
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.200
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    85.500
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.300
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.300
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.600
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    92.900
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    59.600
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    57.600
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    15.000
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    61.900
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.300
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.900
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    16.000
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    36.900
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    15.900
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    29.400
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    38.200
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.600
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    37.800
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    74.400
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    25.900
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    89.700
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    65.700
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    86.900
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    95.700
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    89.500
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    41.400
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    47.500
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    52.300
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    85.300
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    90.200
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    28.200
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    21.600
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    26.300
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    81.800
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    18.600
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    60.600
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    83.500
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    25.600
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    65.000
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.600
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.200
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    25.000
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    23.800
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.800
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    69.000
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    29.700
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    44.800
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    76.100
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    24.000
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    58.500
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    79.400
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    25.100
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.300
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    24.200
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    8.200
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    43.100
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    64.100
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    84.000
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    48.200
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    52.800
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    68.600
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.800
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    65.900
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    33.800
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    68.500
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    34.600
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    11.600
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    28.700
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    27.700
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    86.300
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    23.500
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.200
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.600
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    37.500
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.500
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    55.800
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    36.500
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    92.700
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    73.900
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    33.200
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