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wietsedv
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xlm-roberta-base-ft-udpos28-fo

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

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-fo")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-fo")
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11
Safetensors
Model size
277M params
Tensor type
I64
·
F32
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-fo

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    86.400
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    80.600
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    83.400
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.600
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.300
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.500
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    58.900
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    32.900
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.200
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    66.800
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    75.400
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.500
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    34.200
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    72.800
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    74.000
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    81.900
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.800
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    82.100
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    84.300
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    78.300
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    75.400
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    63.500
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    60.800
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    28.800
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    61.500
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.200
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    34.200
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    51.900
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    21.600
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    46.500
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    44.000
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    44.900
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    76.100
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    30.500
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    79.100
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    63.000
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    81.400
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    81.000
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    50.800
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    54.900
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    60.700
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    81.000
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    75.400
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    81.300
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    37.500
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    33.700
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    41.300
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    75.200
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    32.900
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    64.400
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    86.500
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    32.700
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    69.200
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.300
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.200
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    47.100
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    37.500
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.600
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    70.700
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    29.100
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    54.200
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    91.400
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    35.100
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    65.600
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    73.900
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    36.700
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.200
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    24.900
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    20.500
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    50.000
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    64.400
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    82.800
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    50.700
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    56.500
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    70.200
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.900
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    69.300
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    46.200
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    63.100
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    47.400
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    20.900
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    40.100
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    42.600
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    84.300
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    38.000
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    40.900
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.100
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.300
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    48.500
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.000
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    59.400
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    44.600
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    80.200
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    72.800
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    41.000
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