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rociolangoo avatar rociolangoo commented on June 2, 2024 1

Thank u! That was really useful.

I wanted to take this opportunity to ask you how could I add to the training the part of the corpus annotations that include the error correction.
This way the model will highlight on text the errors with tags, and will be able to offer suggestions also.

from grammar-checker.

upunaprosk avatar upunaprosk commented on June 2, 2024 1

Hi!
You need a generative model for suggesting corrections,
I think generative models are not yet supported by spaCy

from grammar-checker.

upunaprosk avatar upunaprosk commented on June 2, 2024

Hi,
Thank you for reaching out;
I have recently retrained the model with the latest SpaCy v. 3.5.0!

The checker consists of 6 pipelines=6 Transformer models that can sometimes cause a response delay.
A model with six Transformer models performs better than one Transformer fine-tuned on the mixed range of errors.
I have also added an example for retraining here.

from grammar-checker.

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