XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Italian
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-it")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-it")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-it
Space using wietsedv/xlm-roberta-base-ft-udpos28-it 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported89.100
- Dutch Test accuracy on Universal Dependencies v2.8self-reported89.400
- German Test accuracy on Universal Dependencies v2.8self-reported83.400
- Italian Test accuracy on Universal Dependencies v2.8self-reported96.300
- French Test accuracy on Universal Dependencies v2.8self-reported92.200
- Spanish Test accuracy on Universal Dependencies v2.8self-reported94.000
- Russian Test accuracy on Universal Dependencies v2.8self-reported90.500
- Swedish Test accuracy on Universal Dependencies v2.8self-reported91.100
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported84.700
- Danish Test accuracy on Universal Dependencies v2.8self-reported91.600
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported48.700
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported21.800
- Armenian Test accuracy on Universal Dependencies v2.8self-reported87.600
- Welsh Test accuracy on Universal Dependencies v2.8self-reported66.400
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported76.900
- Albanian Test accuracy on Universal Dependencies v2.8self-reported81.200
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported79.100
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported20.300
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported78.200
- Turkish Test accuracy on Universal Dependencies v2.8self-reported77.000
- Finnish Test accuracy on Universal Dependencies v2.8self-reported86.000
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported86.400
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported88.100
- Polish Test accuracy on Universal Dependencies v2.8self-reported86.900
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported92.800
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported82.800
- Latin Test accuracy on Universal Dependencies v2.8self-reported79.800
- Old French Test accuracy on Universal Dependencies v2.8self-reported62.700
- Buryat Test accuracy on Universal Dependencies v2.8self-reported55.200
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported11.700
- Korean Test accuracy on Universal Dependencies v2.8self-reported63.500
- Estonian Test accuracy on Universal Dependencies v2.8self-reported87.900
- Croatian Test accuracy on Universal Dependencies v2.8self-reported89.000
- Gothic Test accuracy on Universal Dependencies v2.8self-reported12.000
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported40.800
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported14.300
- North Sami Test accuracy on Universal Dependencies v2.8self-reported23.700
- Naija Test accuracy on Universal Dependencies v2.8self-reported36.400
- Latvian Test accuracy on Universal Dependencies v2.8self-reported87.100
- Chinese Test accuracy on Universal Dependencies v2.8self-reported39.900
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported72.300
- Bambara Test accuracy on Universal Dependencies v2.8self-reported23.200
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported85.800
- Galician Test accuracy on Universal Dependencies v2.8self-reported89.500
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported66.500
- Greek Test accuracy on Universal Dependencies v2.8self-reported87.200
- Catalan Test accuracy on Universal Dependencies v2.8self-reported93.700
- Czech Test accuracy on Universal Dependencies v2.8self-reported89.100
- Erzya Test accuracy on Universal Dependencies v2.8self-reported39.400
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported48.300
- Thai Test accuracy on Universal Dependencies v2.8self-reported55.800
- Marathi Test accuracy on Universal Dependencies v2.8self-reported85.300
- Basque Test accuracy on Universal Dependencies v2.8self-reported77.100
- Slovak Test accuracy on Universal Dependencies v2.8self-reported89.700
- Kiche Test accuracy on Universal Dependencies v2.8self-reported30.700
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported18.100
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported25.900
- Tamil Test accuracy on Universal Dependencies v2.8self-reported83.700
- Maltese Test accuracy on Universal Dependencies v2.8self-reported20.300
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported64.000
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported84.000
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported23.900
- Urdu Test accuracy on Universal Dependencies v2.8self-reported66.000
- Romanian Test accuracy on Universal Dependencies v2.8self-reported86.400
- Persian Test accuracy on Universal Dependencies v2.8self-reported78.300
- Apurina Test accuracy on Universal Dependencies v2.8self-reported26.100
- Japanese Test accuracy on Universal Dependencies v2.8self-reported23.900
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported86.300
- Hindi Test accuracy on Universal Dependencies v2.8self-reported69.800
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported26.700
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported39.800
- Faroese Test accuracy on Universal Dependencies v2.8self-reported76.900
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported20.100
- Livvi Test accuracy on Universal Dependencies v2.8self-reported57.300
- Arabic Test accuracy on Universal Dependencies v2.8self-reported81.400
- Wolof Test accuracy on Universal Dependencies v2.8self-reported25.400
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported90.700
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported19.800
- Makurap Test accuracy on Universal Dependencies v2.8self-reported6.200
- Kangri Test accuracy on Universal Dependencies v2.8self-reported45.200
- Breton Test accuracy on Universal Dependencies v2.8self-reported64.800
- Telugu Test accuracy on Universal Dependencies v2.8self-reported85.200
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported50.800
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported51.600
- Karelian Test accuracy on Universal Dependencies v2.8self-reported69.900
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported73.800
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported64.900
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported32.800
- Irish Test accuracy on Universal Dependencies v2.8self-reported65.200
- Nayini Test accuracy on Universal Dependencies v2.8self-reported42.300
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported9.900
- Manx Test accuracy on Universal Dependencies v2.8self-reported26.700
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported27.600
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported86.500
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported22.300
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported89.100
- Serbian Test accuracy on Universal Dependencies v2.8self-reported90.900
- Moksha Test accuracy on Universal Dependencies v2.8self-reported37.400
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported79.200
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported57.400
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported39.200
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported92.700
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported73.400
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported30.900