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")
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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 v2.8self-reported67.400
- Dutch Test accuracy on Universal Dependencies v2.8self-reported61.500
- German Test accuracy on Universal Dependencies v2.8self-reported66.900
- Italian Test accuracy on Universal Dependencies v2.8self-reported64.800
- French Test accuracy on Universal Dependencies v2.8self-reported61.700
- Spanish Test accuracy on Universal Dependencies v2.8self-reported60.100
- Russian Test accuracy on Universal Dependencies v2.8self-reported68.100
- Swedish Test accuracy on Universal Dependencies v2.8self-reported68.400
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported64.100
- Danish Test accuracy on Universal Dependencies v2.8self-reported66.400
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported51.700
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported23.700
- Armenian Test accuracy on Universal Dependencies v2.8self-reported74.400
- Welsh Test accuracy on Universal Dependencies v2.8self-reported50.100
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported57.800
- Albanian Test accuracy on Universal Dependencies v2.8self-reported61.900
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported60.100
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported20.500
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported60.000
- Turkish Test accuracy on Universal Dependencies v2.8self-reported71.800
- Finnish Test accuracy on Universal Dependencies v2.8self-reported74.500
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported59.000
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported67.100
- Polish Test accuracy on Universal Dependencies v2.8self-reported65.000
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported66.700
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported73.800
- Latin Test accuracy on Universal Dependencies v2.8self-reported66.200
- Old French Test accuracy on Universal Dependencies v2.8self-reported48.600
- Buryat Test accuracy on Universal Dependencies v2.8self-reported57.000
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported19.200
- Korean Test accuracy on Universal Dependencies v2.8self-reported59.700
- Estonian Test accuracy on Universal Dependencies v2.8self-reported75.400
- Croatian Test accuracy on Universal Dependencies v2.8self-reported63.800
- Gothic Test accuracy on Universal Dependencies v2.8self-reported20.000
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported46.800
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported16.100
- North Sami Test accuracy on Universal Dependencies v2.8self-reported37.100
- Naija Test accuracy on Universal Dependencies v2.8self-reported37.900
- Latvian Test accuracy on Universal Dependencies v2.8self-reported75.600
- Chinese Test accuracy on Universal Dependencies v2.8self-reported49.700
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported55.100
- Bambara Test accuracy on Universal Dependencies v2.8self-reported28.900
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported75.900
- Galician Test accuracy on Universal Dependencies v2.8self-reported65.500
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported61.000
- Greek Test accuracy on Universal Dependencies v2.8self-reported70.400
- Catalan Test accuracy on Universal Dependencies v2.8self-reported57.900
- Czech Test accuracy on Universal Dependencies v2.8self-reported64.900
- Erzya Test accuracy on Universal Dependencies v2.8self-reported47.700
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported41.900
- Thai Test accuracy on Universal Dependencies v2.8self-reported44.100
- Marathi Test accuracy on Universal Dependencies v2.8self-reported89.000
- Basque Test accuracy on Universal Dependencies v2.8self-reported71.800
- Slovak Test accuracy on Universal Dependencies v2.8self-reported61.300
- Kiche Test accuracy on Universal Dependencies v2.8self-reported25.700
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported22.800
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported42.900
- Tamil Test accuracy on Universal Dependencies v2.8self-reported73.500
- Maltese Test accuracy on Universal Dependencies v2.8self-reported26.700
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported63.500
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported64.000
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported29.700
- Urdu Test accuracy on Universal Dependencies v2.8self-reported50.300
- Romanian Test accuracy on Universal Dependencies v2.8self-reported63.300
- Persian Test accuracy on Universal Dependencies v2.8self-reported61.000
- Apurina Test accuracy on Universal Dependencies v2.8self-reported38.400
- Japanese Test accuracy on Universal Dependencies v2.8self-reported40.500
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported69.400
- Hindi Test accuracy on Universal Dependencies v2.8self-reported52.700
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported32.400
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported50.100
- Faroese Test accuracy on Universal Dependencies v2.8self-reported58.000
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported34.100
- Livvi Test accuracy on Universal Dependencies v2.8self-reported65.300
- Arabic Test accuracy on Universal Dependencies v2.8self-reported55.900
- Wolof Test accuracy on Universal Dependencies v2.8self-reported27.800
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported63.200
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported23.100
- Makurap Test accuracy on Universal Dependencies v2.8self-reported17.100
- Kangri Test accuracy on Universal Dependencies v2.8self-reported48.800
- Breton Test accuracy on Universal Dependencies v2.8self-reported50.800
- Telugu Test accuracy on Universal Dependencies v2.8self-reported82.000
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported52.500
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported42.800
- Karelian Test accuracy on Universal Dependencies v2.8self-reported61.800
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported54.100
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported55.800
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported47.000
- Irish Test accuracy on Universal Dependencies v2.8self-reported50.100
- Nayini Test accuracy on Universal Dependencies v2.8self-reported48.700
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported18.600
- Manx Test accuracy on Universal Dependencies v2.8self-reported31.100
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported40.800
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported66.400
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported29.900
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported65.400
- Serbian Test accuracy on Universal Dependencies v2.8self-reported62.600
- Moksha Test accuracy on Universal Dependencies v2.8self-reported46.800
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported70.600
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported47.400
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported45.900
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported77.100
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported73.200
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported33.500