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

Token Classification
Transformers
PyTorch
Safetensors
Polish
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: Polish

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-pl")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-pl")
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8
Safetensors
Model size
277M params
Tensor type
I64
·
F32
·

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    80.500
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    78.300
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    77.700
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.500
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    78.000
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    81.700
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.600
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.000
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    83.300
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    53.500
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    35.200
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.100
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    65.800
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    76.700
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.900
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.400
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    41.300
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    77.500
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.300
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    81.500
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.500
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.300
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    98.200
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    79.900
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    79.500
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    77.500
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    55.900
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    62.800
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    23.300
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    60.700
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.100
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    93.700
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    26.600
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    48.900
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    15.700
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    45.200
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    42.300
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.500
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    37.800
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    80.200
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    32.300
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.300
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    80.800
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    66.800
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    74.500
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    76.300
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    91.700
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    51.700
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    53.300
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    60.200
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    86.500
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    77.500
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    91.700
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    39.400
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    31.100
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    43.700
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.900
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    60.600
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    80.100
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    33.500
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    70.000
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.400
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.600
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    46.600
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    28.700
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.900
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    74.800
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    27.900
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    52.900
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    75.900
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    34.100
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    65.300
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    38.900
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.000
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    39.800
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    24.000
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    52.600
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    61.700
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    80.200
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    45.600
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    50.900
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.100
  • 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
    65.400
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    45.500
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    63.700
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    42.300
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    30.000
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    39.200
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    42.400
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    74.600
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    47.000
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.600
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    94.000
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    48.500
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.700
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    55.000
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    43.200
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    72.900
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    39.100
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