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wietsedv
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xlm-roberta-base-ft-udpos28-sa

Token Classification Transformers PyTorch
Sanskrit xlm-roberta part-of-speech Eval Results Inference Endpoints
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XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Sanskrit

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-sa")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-sa")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-sa

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    31.400
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    28.400
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    32.300
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    28.300
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    28.100
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    28.500
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    37.500
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    35.700
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    32.000
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    32.700
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    28.000
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    26.200
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    39.000
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    23.900
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    36.800
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    34.100
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    30.400
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    16.600
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    34.800
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    42.800
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    42.500
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    34.500
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    38.200
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    36.600
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.700
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    44.200
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    38.100
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    35.300
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    33.000
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    29.200
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    39.600
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    41.100
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    34.900
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    26.700
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    23.600
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    9.700
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    21.700
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    24.000
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    42.300
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    29.300
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    34.600
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    12.000
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    43.500
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    28.700
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    36.400
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    32.500
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    25.700
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    36.800
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    20.000
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    27.300
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    32.400
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    37.400
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    38.300
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    37.200
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    17.200
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    13.200
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    21.500
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    42.500
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    17.500
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    37.400
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    32.700
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    13.900
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    28.100
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    34.800
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    36.200
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    21.900
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    26.300
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    34.600
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    29.300
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.000
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    26.100
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    24.800
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    84.200
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    29.700
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    32.600
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    16.700
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    35.400
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    23.900
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    14.400
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    27.800
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    27.600
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    50.600
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    31.600
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    43.200
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    34.100
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    28.500
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    30.800
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    25.500
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    20.800
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    29.500
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    15.600
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    15.900
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    18.900
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    34.500
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    6.300
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    25.200
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    39.300
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    33.700
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    21.800
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    38.300
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    23.300
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    29.700
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    39.600
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    50.100
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    14.800
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