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wietsedv
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xlm-roberta-base-ft-udpos28-cy

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    81.300
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    78.300
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    77.100
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    81.000
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    80.600
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.400
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    78.700
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    52.700
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    42.400
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.700
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    94.900
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    71.600
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.800
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    67.600
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    33.100
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    77.100
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    72.000
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.100
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.000
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    82.700
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    80.100
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    75.500
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    73.700
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    54.000
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    60.200
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    21.200
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    56.800
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.400
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.600
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    29.300
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    48.300
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    14.600
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    45.400
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    35.700
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.400
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    39.900
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    71.900
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    33.200
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.700
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    79.000
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    55.200
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    79.500
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    78.100
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    80.700
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    48.300
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    55.000
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    53.200
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    78.500
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    69.500
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    82.600
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    41.200
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    33.900
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    36.800
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    75.500
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    36.400
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    55.400
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    73.800
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    33.400
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    64.600
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.500
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.700
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    48.400
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    28.600
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.900
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    70.900
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    20.500
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    53.000
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    73.100
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    38.000
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    65.300
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    85.900
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    43.400
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.800
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    36.000
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    24.700
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    47.200
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    61.800
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    74.600
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    40.700
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    50.300
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    70.600
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.100
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    70.100
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    44.700
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    69.500
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    53.800
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    28.100
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    47.400
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    42.000
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    74.700
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    38.000
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    37.400
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.500
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.800
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    47.700
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    68.700
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    67.400
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    50.000
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    86.500
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    68.900
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    36.800
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