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wietsedv
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xlm-roberta-base-ft-udpos28-hi

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    75.900
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    72.300
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    69.400
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    68.100
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    67.100
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    70.200
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.900
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.400
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    48.000
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    21.700
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.100
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    59.400
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    63.600
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    68.500
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.300
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    18.500
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    71.800
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    75.400
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    80.300
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.600
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.800
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    81.100
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    71.500
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    69.300
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    44.000
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    53.900
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    10.800
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    57.800
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.000
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.800
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    8.600
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    42.200
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    16.300
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    26.200
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    35.800
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.200
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    71.300
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    22.200
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.300
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    70.700
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    60.600
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    69.500
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    68.700
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    78.800
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    36.300
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    61.200
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    52.800
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    82.200
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    78.800
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    21.700
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    19.300
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    23.500
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    85.700
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    16.300
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    54.900
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    70.400
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    23.200
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    89.700
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.100
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.100
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    22.900
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    29.300
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.400
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    93.700
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    18.400
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    34.300
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    64.900
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    14.000
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    57.900
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    73.900
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    24.900
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.300
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    16.200
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    2.700
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    52.800
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    49.500
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    85.400
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    42.100
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    35.100
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.900
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.200
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    60.100
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    29.700
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    56.500
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    39.700
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    9.300
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    25.300
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    26.900
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    71.900
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    43.000
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    21.300
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.500
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.900
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    34.300
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    49.100
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    37.800
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    81.200
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    75.800
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    27.000
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