XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Telugu
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-te")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-te")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-te
Space using wietsedv/xlm-roberta-base-ft-udpos28-te 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported68.900
- Dutch Test accuracy on Universal Dependencies v2.8self-reported68.000
- German Test accuracy on Universal Dependencies v2.8self-reported67.000
- Italian Test accuracy on Universal Dependencies v2.8self-reported63.300
- French Test accuracy on Universal Dependencies v2.8self-reported62.100
- Spanish Test accuracy on Universal Dependencies v2.8self-reported63.100
- Russian Test accuracy on Universal Dependencies v2.8self-reported71.000
- Swedish Test accuracy on Universal Dependencies v2.8self-reported66.400
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported62.100
- Danish Test accuracy on Universal Dependencies v2.8self-reported67.500
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported48.200
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported37.400
- Armenian Test accuracy on Universal Dependencies v2.8self-reported72.500
- Welsh Test accuracy on Universal Dependencies v2.8self-reported54.500
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported57.600
- Albanian Test accuracy on Universal Dependencies v2.8self-reported60.300
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported58.600
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported35.300
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported67.700
- Turkish Test accuracy on Universal Dependencies v2.8self-reported73.000
- Finnish Test accuracy on Universal Dependencies v2.8self-reported73.800
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported69.000
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported71.300
- Polish Test accuracy on Universal Dependencies v2.8self-reported68.400
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported66.300
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported77.400
- Latin Test accuracy on Universal Dependencies v2.8self-reported65.100
- Old French Test accuracy on Universal Dependencies v2.8self-reported48.400
- Buryat Test accuracy on Universal Dependencies v2.8self-reported64.000
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported33.800
- Korean Test accuracy on Universal Dependencies v2.8self-reported63.200
- Estonian Test accuracy on Universal Dependencies v2.8self-reported73.800
- Croatian Test accuracy on Universal Dependencies v2.8self-reported65.600
- Gothic Test accuracy on Universal Dependencies v2.8self-reported29.800
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported48.000
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported16.800
- North Sami Test accuracy on Universal Dependencies v2.8self-reported41.000
- Naija Test accuracy on Universal Dependencies v2.8self-reported38.100
- Latvian Test accuracy on Universal Dependencies v2.8self-reported77.600
- Chinese Test accuracy on Universal Dependencies v2.8self-reported62.000
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported66.100
- Bambara Test accuracy on Universal Dependencies v2.8self-reported35.300
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported77.600
- Galician Test accuracy on Universal Dependencies v2.8self-reported62.900
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported59.500
- Greek Test accuracy on Universal Dependencies v2.8self-reported66.300
- Catalan Test accuracy on Universal Dependencies v2.8self-reported62.100
- Czech Test accuracy on Universal Dependencies v2.8self-reported69.100
- Erzya Test accuracy on Universal Dependencies v2.8self-reported50.300
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported61.000
- Thai Test accuracy on Universal Dependencies v2.8self-reported57.300
- Marathi Test accuracy on Universal Dependencies v2.8self-reported79.800
- Basque Test accuracy on Universal Dependencies v2.8self-reported67.400
- Slovak Test accuracy on Universal Dependencies v2.8self-reported67.400
- Kiche Test accuracy on Universal Dependencies v2.8self-reported37.400
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported33.500
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported49.000
- Tamil Test accuracy on Universal Dependencies v2.8self-reported89.300
- Maltese Test accuracy on Universal Dependencies v2.8self-reported34.900
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported48.000
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported63.500
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported35.400
- Urdu Test accuracy on Universal Dependencies v2.8self-reported69.800
- Romanian Test accuracy on Universal Dependencies v2.8self-reported62.800
- Persian Test accuracy on Universal Dependencies v2.8self-reported63.500
- Apurina Test accuracy on Universal Dependencies v2.8self-reported50.200
- Japanese Test accuracy on Universal Dependencies v2.8self-reported49.700
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported74.900
- Hindi Test accuracy on Universal Dependencies v2.8self-reported73.300
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported41.900
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported50.100
- Faroese Test accuracy on Universal Dependencies v2.8self-reported57.000
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported46.100
- Livvi Test accuracy on Universal Dependencies v2.8self-reported63.300
- Arabic Test accuracy on Universal Dependencies v2.8self-reported62.700
- Wolof Test accuracy on Universal Dependencies v2.8self-reported40.200
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported67.300
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported43.200
- Makurap Test accuracy on Universal Dependencies v2.8self-reported27.400
- Kangri Test accuracy on Universal Dependencies v2.8self-reported51.000
- Breton Test accuracy on Universal Dependencies v2.8self-reported54.900
- Telugu Test accuracy on Universal Dependencies v2.8self-reported94.900
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported60.400
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported46.300
- Karelian Test accuracy on Universal Dependencies v2.8self-reported65.900
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported59.700
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported61.500
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported45.200
- Irish Test accuracy on Universal Dependencies v2.8self-reported56.000
- Nayini Test accuracy on Universal Dependencies v2.8self-reported52.600
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported36.200
- Manx Test accuracy on Universal Dependencies v2.8self-reported37.000
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported46.700
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported64.300
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported39.800
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported45.100
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported70.000
- Serbian Test accuracy on Universal Dependencies v2.8self-reported66.400
- Moksha Test accuracy on Universal Dependencies v2.8self-reported45.700
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported66.000
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported52.600
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported45.900
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported74.000
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported75.900
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported40.800