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XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Russian

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    86.300
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    85.700
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    81.400
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.600
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    85.300
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.800
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    97.800
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    88.900
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.900
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.200
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    51.800
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    28.500
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.400
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    65.300
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    78.600
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.700
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.100
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    25.600
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    78.200
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.200
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.500
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.800
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    90.600
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    87.000
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    81.200
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    57.100
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    60.800
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    14.200
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    63.400
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.000
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.000
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    17.700
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    46.100
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    16.100
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    38.400
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    42.300
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.500
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    33.100
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    26.000
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.600
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    85.400
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    66.200
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    79.800
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    84.300
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    90.200
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    49.800
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    52.200
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    46.400
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    78.300
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    90.700
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    31.000
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    29.300
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    38.500
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    23.100
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    63.600
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    82.300
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    34.700
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    69.500
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.800
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.700
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    38.700
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    19.400
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.400
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    74.000
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    20.800
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    50.400
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    77.800
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    35.100
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    65.300
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    30.200
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.100
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    30.300
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    15.800
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    50.400
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    60.800
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    83.400
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    40.200
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    48.700
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    70.900
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.600
  • 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
    45.100
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    68.800
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    44.900
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    20.300
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    32.300
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    35.100
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    77.700
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    38.000
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    30.500
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    93.300
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.700
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    46.600
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.000
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    58.000
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    50.000
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    87.500
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    35.900