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wietsedv
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xlm-roberta-base-ft-udpos28-ga

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    75.300
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    79.500
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    76.200
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.600
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    76.400
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    82.400
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.700
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    78.700
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.500
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.900
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    49.000
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    46.200
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.800
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    77.900
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    67.300
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.800
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    65.300
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    46.400
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    73.700
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    73.800
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.600
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.900
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    82.500
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    80.600
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    75.600
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    70.000
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    49.100
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    60.300
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    21.200
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    60.500
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.700
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.300
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    29.100
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    44.300
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    16.300
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    45.000
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    32.000
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.700
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    49.600
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    71.100
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    29.100
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.400
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    58.600
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    77.500
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    79.700
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    78.100
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    52.500
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    59.200
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    58.700
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    79.100
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    68.100
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    80.000
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    46.400
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    33.100
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    40.500
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    78.100
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    36.700
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    58.500
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    71.200
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    34.000
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    65.500
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.800
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.700
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    51.800
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    36.100
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.100
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    69.700
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    32.100
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    51.100
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    70.600
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    35.700
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    60.600
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    83.700
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    40.800
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.700
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    43.200
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    19.900
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    46.300
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    61.700
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    76.800
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    49.000
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    43.900
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.100
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.300
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    70.000
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    44.900
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.000
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    46.200
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    38.900
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    57.200
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    40.100
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    73.000
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    39.400
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    51.800
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.100
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.500
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    49.900
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    68.200
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    77.100
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    50.000
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    80.200
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    70.200
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    39.300
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