Unable to see currencycode value in custom neural model output + odd output for number field

Question

Unable to see currencycode value in custom neural model output + odd output for number field

Shahar Spencer 60

Hello,

I recently trained a custom neural model and I am experiencing some unexpected results. I have tagged some fields as currencies but when running test files with the model, I cannot see them being outputted as currencies. For example:

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Furthermore, there is a field tagged as a number with no specified type. However, I got an unexpected type of output when testing this field:

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The output did not take just the 109.00 value. possibly this happened because when tagging similar documents (invoices from the same provider), I tagged it as a region instead of tagging each word separately - ex:

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Can anyone suggest how I can fix this? Thank you.

Shahar Spencer 60 Reputation points

2024-05-20T14:00:03.2866667+00:00

also it is correct to have given names in hebrew to the fields since the invoices are in hebrew?

i am using 2024-02-29-preview api version
VasaviLankipalle-MSFT 18,741 Reputation points Moderator

2024-05-21T01:23:19.0666667+00:00

Hello @Shahar Spencer , Thanks for using Microsoft Q&A Platform.

The model may not be trained with enough diverse and representative data. This will help the model learn to recognize and extract data accurately from different types of documents.

Also, the fields might not label accurately. When labeling the data, it is important to label the field relevant to the value and use semantically relevant names for fields. For example, if the value being extracted is Effective Date, name it effective_date or EffectiveDate not a generic name like date1.

Additionally, you may want to review your labeling strategy and ensure that each field is labeled accurately and consistently.

Please refer this documentation for the labeling tips: https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/concept-custom-label?view=doc-intel-4.0.0
Shahar Spencer 60 Reputation points

2024-05-21T12:55:25.81+00:00

hi @VasaviLankipalle-MSFT i have added a lot of training data and tagged the relevant fields as type currency, but am still not getting a currency type when testing the model