How use multi-feature model for domain adaptation

[jalesiyan-hadis (Hadis)]

Hi every body.
I searched in the forum but I didn’t find my answer.
I trained a general model using multi_feature transformer. I used POS tag as a extra feature. now I want to use this model for domain traininig.
first of all, is it possible?
if yes, how should I update my vocabs?

best regard.

[guillaumekln (Guillaume Klein)]

Hi,

@jalesiyan-hadis

now I want to use this model for domain traininig.
first of all, is it possible?

Yes, as long as you can provide POS tags for the in domain data

@jalesiyan-hadis

if yes, how should I update my vocabs?

It’s currently not possible the update the vocabulary of models with multiple inputs.

[jalesiyan-hadis (Hadis)]

thank you for your answer.

@guillaumekln

Yes, as long as you can provide POS tags for the in domain data

I can provide POS tag for in domain data.

@guillaumekln

It’s currently not possible the update the vocabulary of models with multiple inputs.

do you have any other sugession about how can I use this multi feature model for my in domain training?

[guillaumekln (Guillaume Klein)]

@jalesiyan-hadis

do you have any other sugession about how can I use this multi feature model for my in domain training?

You can start by just continuing the training on the new data and see if you get acceptable results.