Hugging Face's logo

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

Token Classification
Transformers
PyTorch
Maltese
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: Maltese

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-mt")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-mt")
Downloads last month
8

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    37.500
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    52.300
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    51.700
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    54.700
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    49.100
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    49.500
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.700
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    52.000
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    48.700
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    52.300
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    41.700
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    27.700
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    65.400
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    50.500
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    58.100
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    55.200
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    52.300
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    30.700
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    53.300
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    61.000
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    62.400
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    59.400
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    66.600
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    62.600
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    54.200
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    68.700
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    54.500
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    33.800
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    51.200
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    22.900
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    51.700
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    62.300
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.400
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    26.800
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    43.600
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    26.000
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    40.400
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    10.900
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    65.500
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    47.300
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    56.300
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    28.100
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    67.200
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    54.300
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    55.000
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    52.400
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    51.200
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    64.600
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    46.600
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    39.600
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    44.900
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    70.600
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    63.400
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    68.400
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    33.000
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    31.100
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    32.000
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    73.800
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    94.400
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    47.800
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    51.300
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    34.700
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    45.900
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    57.900
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    52.900
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    38.200
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    37.800
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.100
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    45.000
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    34.500
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    48.700
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    55.100
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    28.300
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    52.100
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    63.900
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    36.600
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    59.000
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    29.600
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    29.500
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    39.200
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    49.800
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    64.600
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    46.000
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    38.100
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    57.400
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    62.400
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    61.100
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    43.000
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    46.800
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    48.700
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    21.600
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    42.000
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    41.400
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    49.800
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    32.900
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    68.200
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    60.700
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    43.500
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    60.200
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    41.500
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    43.200
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    74.000
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    61.900
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    48.100
View on Papers With Code