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wietsedv
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xlm-roberta-base-ft-udpos28-ug

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    60.900
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    57.800
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    61.000
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    59.400
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    53.900
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    55.500
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.600
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    65.900
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    63.000
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    64.400
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    44.500
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    37.000
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    57.100
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    58.400
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    63.400
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    58.700
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    38.200
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    71.300
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    74.600
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    76.000
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    65.500
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.600
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    67.900
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    62.400
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    68.300
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    45.000
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    61.500
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    29.200
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    61.700
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.800
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.600
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    23.800
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    46.900
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    29.400
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    42.700
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    39.000
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.200
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    57.900
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    61.500
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    35.800
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.100
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    60.300
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    67.900
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    61.400
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    50.300
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    67.900
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    49.900
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    55.000
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    56.200
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    81.600
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    70.300
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    63.900
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    35.600
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    32.900
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    55.500
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    73.900
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    32.300
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    51.700
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    65.800
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    34.300
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    68.700
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    65.100
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.100
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    45.900
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    47.500
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    62.600
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    74.200
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    40.900
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    49.200
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    56.400
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    43.100
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    64.200
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    60.900
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    35.200
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    68.300
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    47.600
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    23.300
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    51.800
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    52.000
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    82.800
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    57.400
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    41.900
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.600
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    59.800
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    58.000
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    48.800
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    51.800
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    55.100
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    41.200
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    36.900
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    45.600
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    61.800
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    40.700
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    52.600
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.200
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    63.100
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    49.000
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.800
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    48.000
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    52.700
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    77.100
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    89.900
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    40.300
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