detection problem for short text / training option

[ghost]

Hi,

Hope you are all well !

I have a problem to detect french language on short sentences like the one below.

Sentence	Language Detected	Real Language	Location
Ras.	Esperanto	French	France
RAS bon.	Esperanto	French	France
PAS DE SOUCI.	Portuguese	French	France
Bien.	Spanish	French	France
RIEN A SIGNALER.	Spanish	French	France
Nickel.	Polish	French	France
Pas assez de recul.	Portuguese	French	France
Je recommande.	Dutch	French	France

Is there a way to train the model with additional patterns/sentences in order to improve detection confidence ?

Btw, I know the location of these sentence, like they are all from France, is there a way to influence the score with an additional parameter like the location ?

Thanks in advance for any insights or solutions !

Cheers,
X