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wietsedv
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xlm-roberta-base-ft-udpos28-lv

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    85.600
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    82.500
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.300
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    84.100
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.100
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.800
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.300
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.000
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    51.600
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    32.400
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.500
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    65.400
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    76.500
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.900
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    31.100
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    76.500
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.200
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    85.900
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.300
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.100
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    88.500
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    84.900
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    83.800
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    81.000
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    56.700
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    64.800
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    25.000
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    65.100
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.100
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    23.500
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    45.200
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    12.800
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    43.500
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    36.100
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    96.900
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    53.100
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    72.700
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    28.600
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.000
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    84.200
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    65.700
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    84.500
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    88.000
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    52.500
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    49.200
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    63.300
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    85.300
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    87.800
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    40.300
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    28.400
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    44.900
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    86.400
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    25.900
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    62.200
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    81.700
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    35.300
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    61.900
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.200
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.800
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    49.000
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    39.400
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.900
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    64.100
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.000
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    51.700
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    76.200
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    39.700
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    67.700
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    79.400
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    31.700
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.000
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    35.500
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    20.500
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    50.600
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    62.700
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    87.800
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    50.700
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    49.300
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.700
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.600
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    68.700
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    44.500
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    64.700
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    39.700
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    26.000
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    37.900
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    34.700
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    81.600
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    22.600
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    40.600
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.800
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.700
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    48.700
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.500
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    58.100
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    40.500
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    85.400
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    79.700
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    37.000
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