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wietsedv
/
xlm-roberta-base-ft-udpos28-bg

Token Classification
Transformers
PyTorch
Safetensors
Bulgarian
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: Bulgarian

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-bg")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-bg")
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9
Safetensors
Model size
277M params
Tensor type
I64
·
F32
·

Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-bg

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    85.000
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    81.600
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    82.600
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.500
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    83.100
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    85.500
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.700
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    89.500
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.500
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    88.400
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    56.500
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    40.500
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.600
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    66.700
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    76.700
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.400
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.000
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    36.200
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    78.500
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.600
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    84.500
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.100
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    93.400
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    91.800
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    85.800
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    79.600
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    60.900
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    61.900
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    24.600
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    61.000
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.800
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.800
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    28.700
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    49.200
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    16.100
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    46.200
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    43.100
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.600
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    37.900
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    81.600
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    30.000
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.700
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    84.100
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    65.900
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    79.900
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    83.300
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    92.300
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    53.500
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    56.500
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    57.400
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    85.900
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    75.800
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    91.300
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    42.500
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    31.400
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    40.100
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    83.300
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    34.000
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    61.900
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    82.800
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    34.400
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    72.500
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.000
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.700
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    48.200
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    27.800
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.900
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    75.000
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    31.200
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    52.200
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    78.800
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    39.900
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    67.500
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    84.400
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    39.800
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    99.300
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    39.600
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    28.100
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    50.500
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    60.800
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    82.700
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    42.100
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    47.900
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.000
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.100
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    69.700
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    45.700
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    65.600
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    44.900
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    28.500
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    40.100
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    41.300
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    81.500
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    44.600
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.300
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.100
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    49.200
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    58.200
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    47.300
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    88.500
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    75.800
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    39.400
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