Feedback based validation for bridged learning instances
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- 已更新: 2024/04/05
Feedback based validation for bridged learning instances
This topic explains how validation feedback works for learning instances that are imported into Document Automation using IQ Bot - DA Bridge package.
By default, the bridged learning instances only extract data through the training that is available at the time of import from IQ Bot into Document Automation. So, the extraction in Document Automation will natively use IQ Bot "As-Is". In addition, you can enable the validation feedback and apply it on documents being processed in Document Automation by selecting the Improve accuracy using validation option.
How validation feedback works?
Scenario 1:
When user processes a document on a bridged IQ Bot learning instance, the document is added to the straight-through processing (STP) but some documents are sent to the validator for manual validation. In this scenario, users can leverage the capabilities of Improve accuracy using validation option to perform feedback-based extraction on such documents. The advantage of this feature in Document Automation against IQ Bot is that you need not to spend time on training your learning instance, simply validating your documents will improve extraction for sub-sequent runs on similar documents.
Scenario 2:
For example, user had trained a learning instance of certain vendor, such as A and B. However, for new vendor documents such as X, they are not getting extracted with available training. So, these documents are sent to the validator and IQ Bot bridged learning instance will extract these documents with empty field values. In this scenario, users can apply validation feedback on these new vendor documents from validator and avoid reprocessing for all sub-sequent similar documents.
Example
IQ Bot training (Bridged learning instance) | Validation Feedback (Bridged learning instance) | Extraction results | ||
---|---|---|---|---|
Form fields | Table fields | Form fields | Table fields | |
IQ Bot training | IQ Bot training | No Feedback | No Feedback | IQ Bot training extracts all fields |
IQ Bot training | IQ Bot training | Feedback applied on all fields | No Feedback |
|
IQ Bot training | IQ Bot training | Feedback applied on Invoice Number | No Feedback |
|
IQ Bot training | IQ Bot training | No Feedback | Feedback applied on all fields |
|
IQ Bot training | IQ Bot training | No Feedback | Feedback applied on Price |
Note: When feedback is applied on any
field of the table, you must use the Document Automation feedback based capability on
all the fields for extraction.
|
IQ Bot training | IQ Bot training | Feedback applied on all fields | Feedback applied on all fields |
|
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