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xlm-roberta-base-ft-udpos28-la

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    81.500
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    79.600
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    78.200
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.000
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    78.100
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    79.800
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.800
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.000
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.500
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    85.700
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    56.600
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    44.700
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.400
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    65.100
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    79.800
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    35.800
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    77.700
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    76.900
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    84.900
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.800
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    88.000
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    82.300
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    92.900
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    61.200
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    64.700
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    34.200
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    63.000
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.500
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.300
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    36.500
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    47.800
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    15.500
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    41.400
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    41.900
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.100
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    44.300
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    73.700
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    27.900
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.300
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    81.700
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    68.000
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    76.200
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    86.300
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    50.800
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    52.500
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    61.600
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    88.300
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    79.000
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    85.900
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    39.300
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    29.900
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    40.900
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    85.700
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    32.800
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    70.500
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    81.600
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    33.100
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    61.300
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.100
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.700
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    43.500
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    36.500
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.500
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    67.000
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    38.200
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    52.200
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    75.600
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    43.500
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    66.100
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    81.300
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    39.100
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.700
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    35.500
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    28.800
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    49.800
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    59.800
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    84.300
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    50.300
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    55.700
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.000
  • 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
    68.800
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    46.300
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    64.100
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    44.900
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    24.100
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    39.300
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    43.500
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    74.800
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    45.200
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.100
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.200
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    47.300
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.600
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    55.300
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    43.200
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    89.600
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    76.800
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    36.300
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