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wietsedv
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xlm-roberta-base-ft-udpos28-sr

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    82.900
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    84.000
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    82.700
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.600
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    83.600
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.300
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.600
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    85.500
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.000
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    84.100
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    47.900
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    30.200
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.200
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    67.400
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    75.900
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.600
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.800
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    25.600
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    75.800
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    76.200
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    81.700
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.500
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.300
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    91.800
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    79.700
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    54.300
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    58.600
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    14.600
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    60.600
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.400
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    97.000
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    17.100
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    42.900
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    16.100
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    31.200
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    38.700
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.100
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    41.300
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    77.500
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    27.600
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.300
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    84.900
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    65.800
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    85.700
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    94.800
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    43.100
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    47.900
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    60.500
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    84.000
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    94.600
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    31.500
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    21.800
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    37.700
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    22.700
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    59.000
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    79.600
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    29.400
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    63.000
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.100
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.700
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    30.100
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    28.700
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.400
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    66.600
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    27.300
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    40.200
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    76.100
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    32.500
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    62.600
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    30.700
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.200
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    32.600
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    12.300
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    44.400
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    58.000
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    77.800
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    44.900
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    45.400
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.800
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.500
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    66.800
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    36.100
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    67.900
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    44.900
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    19.200
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    33.100
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    33.000
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    79.600
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    31.400
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.000
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    99.100
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    40.200
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.800
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    57.100
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    32.400
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    88.500
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    71.000
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    29.300
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