Which activity can be used to convert the default taxonomy.json file into a variable for further use?

A. UiPath.IntelligentOCR.Activities.TaxonomyManagement.LoadTaxonomy

B. UiPath.IntelligentOCR.Activities.TaxonomyManagement.LoadFile

C. UiPath.IntelligentOCR.Activities.TaxonomyManagement.LoadTaxonomyFile

D. UiPath.IntelligentOCR.Activities.TaxonomyManagement.LoadFileTaxonomy

Why is the Shuffle training mode important in the "Explore" phase while working with UiPath Communications Mining?

A. Because it helps create a balanced model by focusing on outlier labels with sufficient training examples but low confidence.

B. Because it helps create a balanced model free from labelling bias by introducing random variation into the training data

C. Because it creates a high precision model, focusing on labels with low precision and a low number of examples.

D. Because it creates a new model version with shuffled labels and general fields and lets the user explore to understand the state of the model

Where should a model be pinned in UiPath Communications Mining?

A. In the validation page.

B. In Admin > Models.

C. On the models tab.

D. When setting up a stream.

What can be found in the Images folder within the exported dataset coming from Document Manager?

A. Each page of the images used for schema configuration.

B. Each page of the exported documents saved as an image.

C. Each page of the images of logs.

D. Each page of the images of exported files.

What is the minimum number of pinned examples users should provide per label in UiPath Communications Mining?

A. 15

B. 20

C. 25

D. 30

Which of the following is an indicator that sufficient training has been completed for a model in UiPath Communications Mining?

A. A model rating of 30-40.

B. A model rating of 40-50.

C. A model rating of 50-60.

D. A model rating of 70-90 or better.

What new capability has been introduced for processing unstructured documents in the 2023.10 release?

A. Real-time document translation.

B. Only using pre-trained extraction models.

C. Manual classification of document types.

D. Generative capabilities for classifying various document types.

For what type of documents is it recommended to use the Form Extractor?

A. For use cases in which non-variable format documents need to be processed.

B. For structured or semi-structured documents where the extraction method is based on a set of FlexiCapture definition files.

C. For structured or semi-structured documents where for certain fields, data is always found in a strict, predictable format and context.

D. For structured or semi-structured documents in which layouts of different document providers vary greatly.

Which of the following file types are supported for the DocumentPath property in the Classify Document Scope activity?

A. .bmp, .pdf, .jpe, .psd

B. .png, .gif, .jpe, .tiff

C. .pdf, .jpeg, .raw, tif

D. .jpe, .eps, .jpg, .tiff

What is the primary advantage of the One Click Extraction feature in UiPath's Document Understanding interface?

A. It provides a simplified way to manually create Datasets, Pipelines, and Datasets for document extraction.

B. It automates the creation of document extractors by automatically creating Datasets, Pipelines, and ML Skills but requires manual creation of Pipelines.

C. It allows training document extractors without manually creating Datasets, Pipelines, and ML Skills in AI Center.

D. It allows training document extractors without manually creating Datasets and Pipelines, but you need to manually deploy the ML Skills in AI Center.

How does UiPath Document Understanding handle structured documents with fixed formats?

A. It requires manual data entry, as structured documents cannot be processed automatically.

B. It relies on AI models for natural language processing.

C. It uses optical character recognition (OCR) to extract text from the documents.

D. It leverages predefined templates for accurate data extraction.

As a best practice, who should perform the data labeling?

A. Data Scientists.

B. Automation RPA Developers.

C. Business Analysts.

D. Subject Matter Experts.