Hugging Face's logo

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

Token Classification Transformers PyTorch
French 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: French

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-fr")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-fr")
Downloads last month
12

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    87.600
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    89.000
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    85.500
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.700
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    97.100
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    93.400
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.400
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    89.600
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.300
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    90.200
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    32.400
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    24.500
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.200
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    69.200
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    71.500
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.300
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.600
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    20.300
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.900
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.500
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.800
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.900
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    88.100
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    92.300
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    82.900
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    79.600
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    68.200
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    53.600
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    15.000
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    64.300
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.500
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.500
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    11.600
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    39.500
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    14.800
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    27.000
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    36.900
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.700
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    44.100
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    72.800
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    24.700
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.900
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    91.600
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    67.000
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    88.000
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    92.500
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    89.700
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    41.200
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    48.900
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    56.300
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    83.400
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    75.900
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    91.100
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    32.500
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    19.400
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    26.300
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    83.500
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    17.400
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    60.200
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    26.100
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    67.500
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.100
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.600
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    26.100
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    32.300
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.300
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    73.700
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    28.400
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    35.000
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    75.700
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    17.900
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    53.200
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    83.100
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    24.600
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.900
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    35.200
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    13.000
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    43.000
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    67.700
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    83.600
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    51.600
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    43.300
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    67.300
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    65.100
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    69.300
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    29.500
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    69.400
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    48.700
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    19.900
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    27.600
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    26.900
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    84.900
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    38.000
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    22.800
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.500
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.800
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    39.000
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.800
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    60.000
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    35.100
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    94.800
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    75.200
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    30.900
View on Papers With Code