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wietsedv
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xlm-roberta-base-ft-udpos28-wo

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    51.400
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    52.200
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    38.400
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    51.200
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    48.800
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    52.400
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    57.300
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    49.000
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    49.100
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    52.400
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    34.500
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    41.600
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.700
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    41.500
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    48.300
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    51.800
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    43.900
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    32.000
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    46.500
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    56.700
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    58.500
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.800
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    56.800
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    55.200
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    55.500
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    63.600
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    51.100
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    33.800
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    54.200
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    23.800
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    52.500
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    60.200
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    52.400
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    23.000
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    30.600
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    18.800
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    42.800
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    26.900
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.300
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    33.600
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    62.200
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    33.800
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.000
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    53.100
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    49.100
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    46.200
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    52.900
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    55.200
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    50.000
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    43.100
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    34.900
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    57.100
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    66.600
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    58.800
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    50.100
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    34.100
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    42.500
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    66.000
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    35.700
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    39.300
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    47.900
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    31.800
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    40.400
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    54.400
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    46.200
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    58.300
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    31.000
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    53.000
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    49.300
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    24.800
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    49.300
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    51.500
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    31.000
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    52.500
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    50.600
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    91.500
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    54.300
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    35.700
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    20.500
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    36.200
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    46.900
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    63.500
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    40.200
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    27.700
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    55.200
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    52.500
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    46.600
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    43.400
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    44.300
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    46.200
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    32.300
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    38.200
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    41.800
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    49.000
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    42.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    48.200
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.100
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    52.900
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    47.300
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    62.900
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    39.600
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    36.500
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    64.600
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    59.700
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    40.900
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