XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Persian
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-fa")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-fa")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-fa
Space using wietsedv/xlm-roberta-base-ft-udpos28-fa 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported77.100
- Dutch Test accuracy on Universal Dependencies v2.8self-reported75.700
- German Test accuracy on Universal Dependencies v2.8self-reported75.400
- Italian Test accuracy on Universal Dependencies v2.8self-reported76.000
- French Test accuracy on Universal Dependencies v2.8self-reported73.700
- Spanish Test accuracy on Universal Dependencies v2.8self-reported76.700
- Russian Test accuracy on Universal Dependencies v2.8self-reported81.500
- Swedish Test accuracy on Universal Dependencies v2.8self-reported80.500
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported79.600
- Danish Test accuracy on Universal Dependencies v2.8self-reported81.100
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported51.100
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported40.800
- Armenian Test accuracy on Universal Dependencies v2.8self-reported79.500
- Welsh Test accuracy on Universal Dependencies v2.8self-reported72.100
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported71.600
- Albanian Test accuracy on Universal Dependencies v2.8self-reported73.600
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported74.000
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported32.500
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported78.900
- Turkish Test accuracy on Universal Dependencies v2.8self-reported76.900
- Finnish Test accuracy on Universal Dependencies v2.8self-reported79.800
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported76.100
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported80.000
- Polish Test accuracy on Universal Dependencies v2.8self-reported82.700
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported77.800
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported78.500
- Latin Test accuracy on Universal Dependencies v2.8self-reported73.500
- Old French Test accuracy on Universal Dependencies v2.8self-reported53.000
- Buryat Test accuracy on Universal Dependencies v2.8self-reported62.400
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported19.600
- Korean Test accuracy on Universal Dependencies v2.8self-reported62.600
- Estonian Test accuracy on Universal Dependencies v2.8self-reported83.500
- Croatian Test accuracy on Universal Dependencies v2.8self-reported81.500
- Gothic Test accuracy on Universal Dependencies v2.8self-reported22.600
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported50.200
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported20.100
- North Sami Test accuracy on Universal Dependencies v2.8self-reported39.400
- Naija Test accuracy on Universal Dependencies v2.8self-reported39.600
- Latvian Test accuracy on Universal Dependencies v2.8self-reported80.000
- Chinese Test accuracy on Universal Dependencies v2.8self-reported41.200
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported79.000
- Bambara Test accuracy on Universal Dependencies v2.8self-reported34.400
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported78.500
- Galician Test accuracy on Universal Dependencies v2.8self-reported74.900
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported57.000
- Greek Test accuracy on Universal Dependencies v2.8self-reported66.700
- Catalan Test accuracy on Universal Dependencies v2.8self-reported75.000
- Czech Test accuracy on Universal Dependencies v2.8self-reported80.300
- Erzya Test accuracy on Universal Dependencies v2.8self-reported47.800
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported61.100
- Thai Test accuracy on Universal Dependencies v2.8self-reported53.600
- Marathi Test accuracy on Universal Dependencies v2.8self-reported84.000
- Basque Test accuracy on Universal Dependencies v2.8self-reported72.200
- Slovak Test accuracy on Universal Dependencies v2.8self-reported77.200
- Kiche Test accuracy on Universal Dependencies v2.8self-reported37.900
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported30.800
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported35.200
- Tamil Test accuracy on Universal Dependencies v2.8self-reported82.000
- Maltese Test accuracy on Universal Dependencies v2.8self-reported30.500
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported62.900
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported82.300
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported31.000
- Urdu Test accuracy on Universal Dependencies v2.8self-reported74.400
- Romanian Test accuracy on Universal Dependencies v2.8self-reported79.200
- Persian Test accuracy on Universal Dependencies v2.8self-reported91.400
- Apurina Test accuracy on Universal Dependencies v2.8self-reported41.800
- Japanese Test accuracy on Universal Dependencies v2.8self-reported31.800
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported71.000
- Hindi Test accuracy on Universal Dependencies v2.8self-reported79.200
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported30.200
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported46.700
- Faroese Test accuracy on Universal Dependencies v2.8self-reported73.400
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported35.100
- Livvi Test accuracy on Universal Dependencies v2.8self-reported63.900
- Arabic Test accuracy on Universal Dependencies v2.8self-reported81.700
- Wolof Test accuracy on Universal Dependencies v2.8self-reported35.700
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported83.500
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported37.500
- Makurap Test accuracy on Universal Dependencies v2.8self-reported15.100
- Kangri Test accuracy on Universal Dependencies v2.8self-reported52.300
- Breton Test accuracy on Universal Dependencies v2.8self-reported57.400
- Telugu Test accuracy on Universal Dependencies v2.8self-reported82.100
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported45.400
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported51.200
- Karelian Test accuracy on Universal Dependencies v2.8self-reported65.100
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported68.900
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported69.700
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported41.600
- Irish Test accuracy on Universal Dependencies v2.8self-reported66.500
- Nayini Test accuracy on Universal Dependencies v2.8self-reported48.700
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported24.900
- Manx Test accuracy on Universal Dependencies v2.8self-reported33.300
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported38.300
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported75.400
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported39.200
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported78.900
- Serbian Test accuracy on Universal Dependencies v2.8self-reported82.500
- Moksha Test accuracy on Universal Dependencies v2.8self-reported45.400
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported76.400
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported54.700
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported44.600
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported89.600
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported77.000
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported33.600