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wietsedv
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xlm-roberta-base-ft-udpos28-orv

Token Classification
Transformers
PyTorch
Old Russian
xlm-roberta
part-of-speech
Eval Results
Inference Endpoints
Model card Files Community
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XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Old East Slavic

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    79.400
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    77.800
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    79.300
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.500
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    75.200
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.200
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.900
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    83.000
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.600
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    82.900
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    58.900
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    41.800
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.700
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    64.300
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    91.000
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.400
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.800
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    41.700
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    76.700
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    73.500
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    83.000
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.700
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    85.500
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    79.500
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    79.700
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    60.500
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    59.800
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    27.100
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    61.000
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    33.100
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    53.500
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    15.700
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    39.900
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    41.900
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.700
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    42.700
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    73.500
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    29.500
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.100
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    77.700
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    64.800
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    73.800
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    74.200
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    85.000
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    46.100
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    56.800
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    60.600
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    84.000
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    77.200
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    84.300
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    35.300
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    29.900
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    33.600
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    84.300
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    32.000
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    65.700
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    81.600
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    33.200
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    66.200
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.600
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    44.600
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    35.700
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.300
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    75.300
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    41.500
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    49.000
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    78.300
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    43.300
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    70.200
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    79.800
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    39.800
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.800
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    36.500
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    14.400
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    52.000
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    58.100
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    79.900
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    50.800
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    78.200
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.500
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.000
  • 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
    43.100
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    61.100
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    53.800
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    26.400
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    44.600
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    45.200
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    76.900
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    2.700
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    39.000
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.500
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.100
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    42.800
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    51.600
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    54.100
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    85.400
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    74.400
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    34.500
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