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wietsedv
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xlm-roberta-base-ft-udpos28-da

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    89.900
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    90.000
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    88.800
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.400
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    89.000
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    91.600
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.300
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    92.400
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.300
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    98.300
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    42.200
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    24.000
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.100
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    69.200
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    71.800
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.700
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    19.200
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    78.100
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    88.200
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.800
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.600
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.200
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    91.000
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    79.800
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    51.800
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    57.800
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    12.500
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    65.700
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.400
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.800
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    12.700
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    44.800
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    15.700
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    29.900
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    38.000
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.400
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    43.200
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    73.100
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    25.000
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.400
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    88.100
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    65.200
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    87.100
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    89.700
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    89.000
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    40.800
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    49.900
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    59.900
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    85.900
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    77.200
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    90.200
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    26.000
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    18.100
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    38.500
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    84.000
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    17.500
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    63.800
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    85.000
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    23.400
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    70.100
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.400
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.900
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    26.000
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    28.600
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.100
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    74.600
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    28.200
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    39.000
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    79.300
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    26.800
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    62.800
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    80.800
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    24.300
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.000
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    18.500
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    10.300
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    44.700
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    66.100
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    85.400
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    45.000
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    43.000
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.100
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.100
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    66.500
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    33.200
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    69.100
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    39.700
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    11.600
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    23.900
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    27.000
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    90.000
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    38.500
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    24.000
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.000
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.400
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    41.200
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    60.300
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    41.900
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    94.800
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    76.500
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    33.200
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