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johl/
fi-case-detection-finbert

Name: fi-case-detection-finbert
Rating: 2.5 (7 reviews)

TurkuNLP/bert-base-finnish-uncased-v1

finetune

endpoints_compatible

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Finnish grammatical case detection

This model predicts the correct grammatical case for words in Finnish sentences. It can figure out the best-fitting case whether the target token is an uninflected base word or a masked placeholder.

Related research publication: https://aclanthology.org/2026.sigtyp-main.1/

The repository includes:

Inference code, which outputs predictions and generates the fully inflected sentence
Training code

List of the 14 target case labels, with the word talo (house) used as example:

Label	Case name	Example	Rough meaning
Nom	Nominative	talo	house
Gen	Genitive	talon	of the house
Part	Partitive	taloa	(some) house
Ine	Inessive	talossa	in the house
Ela	Elative	talosta	out of the house
Ill	Illative	taloon	into the house
Ade	Adessive	talolla	at the house
Abl	Ablative	talolta	from the house
All	Allative	talolle	to the house
Ess	Essive	talona	as a house
Tra	Translative	taloksi	into a house
Abe	Abessive	talotta	without a house
Ins	Instructive	taloin	by means of houses
Com	Comitative	taloineen	with houses

johl/fi-case-detection-finbert

Finnish grammatical case detection

johl/
fi-case-detection-finbert