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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q101-Q106):

NEW QUESTION # 101
What does the Train stage of the Document Understanding Framework do?

A. Improves the extractor accuracy by learning from the classification result.
B. Allows a human to validate and correct the extracted data.
C. Allows the extractor to improve its prediction over time by using better OCR (Optical Character Recognition) engines.
D. Allows the model to learn from human-validated data.

Answer: D

Explanation:
In the UiPath Document Understanding Framework, the Train stage enables models to learn from human- validated data. This process involves feeding the corrections made by humans during the validation phase back into the model, allowing it to refine its predictions and improve accuracy over time.
UiPath Documentation
The training component is crucial for classifiers and extractors capable of learning from human feedback. By incorporating validated data, these components can adjust their algorithms to better handle similar documents in the future, enhancing the overall efficiency and effectiveness of the automation process.
Other options are incorrect because:
* B. Allows the extractor to improve its prediction over time by using better OCR engines: While better OCR engines can enhance data extraction, this is not the function of the Train stage.
* C. Allows a human to validate and correct the extracted data: This describes the Validation stage, not the Train stage.
* D. Improves the extractor accuracy by learning from the classification result: Training focuses on learning from human-validated extraction results, not just classification outcomes.
Therefore, the primary purpose of the Train stage is to allow the model to learn from human-validated data, thereby improving its future performance.

NEW QUESTION # 102
What is the correct order of recommended steps when introducing new labels into a mature taxonomy?
Instructions: Drag the steps found on the "Left" and drop them on the "Right" in the correct order.

Answer:

Explanation:

NEW QUESTION # 103
What additional information can be included in the exported data, apart from the extraction results?

A. The number of occurrences and the extraction confidence.
B. The position on the page.
C. The page number from which the field was extracted and the exact position on the page.
D. The extraction confidence and the digitization confidence.

Answer: C

NEW QUESTION # 104
What is the role of the Taxonomy Manager?

A. To select the type of ML that can be used in the project.
B. To present a document processing specific user interface for validating and correcting automatic classification outputs.
C. To create and edit a Taxonomy file specific to the current automation project.
D. To select which extractors are trained for each document type and field.

Answer: C

NEW QUESTION # 105
What is one of the purposes of the Config file in the UiPath Document Understanding Template?

A. It contains the configuration settings for the UiPath Robot and Orchestrator integration.
B. It specifies the output file path and format for the processed documents.
C. It stores the API keys and authentication credentials for accessing external services.
D. It defines the input document types and formats supported by the template.

Answer: C

NEW QUESTION # 106
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