Hugging Face's logo

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

Token Classification Transformers PyTorch
Arabic 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: Arabic

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    62.800
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    63.500
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    63.800
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    60.200
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    58.500
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    64.900
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.200
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    68.500
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.600
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    66.100
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    28.000
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    3.900
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.400
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    58.800
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    55.600
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    68.100
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.700
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    15.000
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    59.100
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    62.400
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    66.900
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    66.300
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.700
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    66.500
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    68.100
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    60.900
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    25.600
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    33.600
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    2.500
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    52.000
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    66.500
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.300
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    7.200
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    30.400
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    14.600
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    19.200
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    26.600
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.900
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.300
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    55.100
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    15.700
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.000
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    67.500
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    60.700
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    64.700
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    60.500
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    75.400
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    27.300
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    40.900
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    53.700
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    68.700
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    59.400
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    74.700
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    19.000
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    14.900
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    18.600
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    63.000
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    15.100
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    41.100
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    61.600
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    20.300
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    57.400
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    68.400
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.100
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    22.400
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    17.900
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.100
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    64.100
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    5.600
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    30.900
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    54.400
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    4.900
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    40.300
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    75.900
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    14.600
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.300
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    10.500
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    2.100
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    29.200
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    39.100
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    63.200
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.100
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    27.700
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    44.200
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    54.600
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    58.800
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    28.700
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    51.400
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    26.900
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    7.000
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    18.300
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    25.900
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    62.500
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    18.300
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.200
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.700
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    26.200
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    58.500
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    40.400
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    29.700
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    77.100
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    56.200
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    27.500
View on Papers With Code