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wietsedv
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xlm-roberta-base-ft-udpos28-et

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    82.300
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    80.400
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.000
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    75.600
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    75.400
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.200
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    89.100
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.000
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    52.200
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    37.900
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.700
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    61.500
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    74.600
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.000
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.300
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    30.700
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    76.700
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    79.300
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    90.500
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.100
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.900
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    84.400
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    79.600
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    83.000
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    78.500
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    50.000
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    64.600
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    21.200
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    62.900
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    96.800
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.000
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    24.700
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    40.700
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    20.100
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    46.700
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    41.800
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.900
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    52.100
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    65.900
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    27.900
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.000
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    74.400
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    63.700
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    73.400
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    87.400
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    53.100
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    52.400
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    62.600
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    88.300
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    77.100
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    87.000
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    37.800
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    26.700
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    42.100
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    85.400
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.900
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    65.900
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    82.900
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    30.600
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    67.000
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.500
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.900
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    47.900
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    38.900
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    71.600
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    35.400
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    53.200
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    76.400
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    38.800
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    71.200
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    76.300
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    35.300
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.800
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    37.500
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    15.800
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    51.700
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    60.100
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    84.200
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    58.300
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    51.800
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.700
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.300
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    68.800
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    46.600
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    60.500
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    42.300
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    27.100
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    35.300
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    40.700
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    77.500
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    46.600
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    46.500
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.100
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.900
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    48.300
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.600
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    51.500
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    40.500
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    89.600
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    77.100
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    38.900
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