I'm struggling with following scenario.
I'm using custom form processing model to extract these two fields - Model & Driver, refer screenshot. The two fields have no space between them. While training the model I tried capturing field value for 'Model', marked in red, the AI Builder Model also merges words from field 'Driver'.
Is there any way to extract these two fields without getting merge?
I dont think the model will be able to perform this as these fields truly looks like one.
I would recommend to capture the entire text and then use an Entity Extraction model to get the driver name.
Once you get the driver name you can easilly substract it to get the model.
Maybe tagging the data as a table would help disambiguate both fields based on layout? In case it helps, table tagging is documented at https://docs.microsoft.com/en-us/ai-builder/create-form-processing-model#tag-tables.
Not able to extract the field using table. First Name of the driver gets merged in field value for model. Also tried advanced tagging, but I failed to get desired results.
That's unfortunate. Other than Cedrick's suggestion I'm not sure there's much more we can do to fix this situation. We'll definitely take it into account for our future model improvements.