i Deleted some Repeted Fields in custom extraction model , after deletetion it apprears again after uploading new filles and auto lableling them , what i can do know ?

Ashish Ranjan 20

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after deleting this duplicate invoice total , it aprears again after lableing new filles . how i can permanently delete this duplicate lable in custom extraction model ?

Saideep Anchuri 3,140 Reputation points Microsoft Vendor

2025-02-13T13:31:57.5+00:00

Hi Ashish Ranjan

Welcome to Microsoft Q&A Forum, thank you for posting your query here!

To permanently delete a duplicate label in your custom extraction model, you may need to ensure that the label is not being automatically recreated during the auto-labeling process. Once a custom model is created with a set of fields names. You won't be able to delete inherent detection on respective field name. Ideally, we should create a new custom model out of dataset which does not have duplicate fields.

kindly refer below link: label-your-data

Thank You.
Ashish Ranjan 20 Reputation points

2025-02-14T06:22:49.56+00:00

the label is being automatically recreated , now shifting to new custom model is also not possible as we have trained enough data filles in them . please provide me solution so that these fileds not recreate automatically .
SriLakshmi C 2,845 Reputation points Microsoft Vendor

2025-02-14T10:09:51.1966667+00:00

Hi Ashish Ranjan,

I understand that you are experiencing issues with labels being automatically recreated in your document labeling process. To prevent fields from being automatically recreated, you may want to ensure that you are using consistent and semantically relevant labeling practices. This can help improve model performance and reduce unwanted label recreation.

Additionally, if you are facing challenges with overlapping fields or specific labeling scenarios, consider using the region labeling feature, which allows you to designate specific spans of content for each field. This method can help manage complex labeling situations, especially in documents with multiple paragraphs.

If you have already trained enough data files and are unable to shift to a new custom model, you might want to review the labeling practices and ensure that the labeled data is consistent and correctly reflects the structure of your documents.

Thank you!
Ashish Ranjan 20 Reputation points

2025-02-14T12:21:11.78+00:00

can you share it more elobratley using some graphics , so that it is easy to understand for me
Saideep Anchuri 3,140 Reputation points Microsoft Vendor

2025-02-17T12:06:08.0366667+00:00

Hi Ashish Ranjan,

Sorry for the trouble please retrain a new model with updated labels (remove duplicate fields)

Thank You.

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i Deleted some Repeted Fields in custom extraction model , after deletetion it apprears again after uploading new filles and auto lableling them , what i can do know ?

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