Hugging Face's logo

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

Token Classification Transformers PyTorch
Swedish xlm-roberta part-of-speech Eval Results Inference Endpoints
Model card Files Community
Edit model card

XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Swedish

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-sv")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-sv")
Downloads last month
9

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    92.300
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    90.000
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    91.100
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.000
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    88.200
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    91.100
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.400
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    97.900
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.700
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    92.900
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    57.400
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    40.400
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.500
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    69.600
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    76.200
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.300
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.000
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    35.100
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    77.300
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    79.200
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.000
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.200
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.400
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    88.900
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    90.100
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    83.400
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    79.100
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    62.600
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    63.000
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    20.800
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    64.300
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.600
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.800
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    26.000
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    51.800
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    17.200
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    45.400
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    48.100
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.100
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    48.500
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    72.300
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    31.800
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.200
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    88.100
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    66.300
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    88.100
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    90.100
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    90.100
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    50.800
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    51.700
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    66.400
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    86.500
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    76.400
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    90.500
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    42.400
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    31.200
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    42.500
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    85.300
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.600
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    63.000
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    85.300
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    32.300
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    67.600
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.500
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    47.400
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    35.500
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.100
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    75.100
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.800
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    52.400
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    80.300
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    40.700
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    68.500
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    37.400
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.900
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    41.100
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    22.600
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    47.100
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    64.300
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    84.900
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    48.800
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    51.100
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.100
  • 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
    69.600
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    44.500
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    70.500
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    44.900
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    24.300
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    34.100
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    42.000
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    92.100
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    40.300
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    41.400
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.800
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.500
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    46.700
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.300
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    60.400
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    45.900
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    87.500
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    76.900
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    35.900
View on Papers With Code