Hugging Face's logo

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

Token Classification
Transformers
PyTorch
Marathi
xlm-roberta
part-of-speech
Eval Results (legacy)
Model card Files
xet
Community
1

XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Marathi

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-mr")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-mr")
Downloads last month
1
Inference Providers NEW
Token Classification
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    67.400
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    61.500
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    66.900
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.800
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    61.700
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    60.100
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    68.100
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    68.400
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.100
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    66.400
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    51.700
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    23.700
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.400
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    50.100
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    57.800
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.900
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    60.100
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    20.500
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    60.000
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    71.800