Which environment variable is relevant for Evaluation pipelines?

A. eval.enable_ocr

B. eval.redo_ocr

C. eval.enable_qpu

D. eval.use_cuda

How do the prediction mechanisms for labels and general fields differ in the UiPath Communications Mining platform?

A. Label predictions are made based on the text of the message as well as some metadata properties, while general fields are learnt from the assigned span of text and the context of the text surrounding that span.

B. Label predictions rely solely on metadata properties, general fields are learnt from the presence of certain key phrases in the text.

C. Labels predictions are based on assigned span of text and entities are predicted solely from metadata properties.

D. Labels and general fields are both predicted based on the text of the message, with no consideration given to metadata properties or contextual surrounding text.

When creating a training dataset, what is the recommended number of samples for the Classification fields?

A. 5-10 document samples from each class.

B. 10-20 document samples from each class.

C. 20-50 document samples from each class.

D. 50-200 document samples from each class.

What does the Automation Suite installer enable?

A. Enables the deployment, management, and improvement of ML models on UiPath Automation Cloud, and requires no infrastructure and no maintenance.

B. Enables the deployment, management, and improvement of ML models locally, and requires manual download of all the resources and then loading them into the node.

C. Enables the deployment of the full UiPath Automation Platform in the environment of choice and contains everything in one package that can be deployed in multi-node mode with automatic scaling and built-in HA. monitor, configure, and upgrade.

D. Enables the deployment, management, and improvement of ML models locally with easy installation due to the automatic retrieval of the installer and associated artifacts from the internet.

The "Train" stage from Document Understanding Framework usually comes after?

A. Digitization.

B. Classification

C. Validation

D. Extraction

When processing a document type that comes in a high variety of layouts, what is the recommended data extraction methodology?

A. Model-based data extraction.

B. Hybrid data extraction.

C. Manual data extraction.

D. Rule-based data extraction.

Which of the following business processes is the most suitable for automation?

A. Suggesting key financial client's concern over changes to the stock market.

B. Setting goals and objectives for a company.

C. Scheduling and sending patient reminders in a healthcare center.

D. Creating a presentation using various sources based on different topics.

When using UiPath Studio's publishing options, which location(s) can automation projects be published to?

A. Orchestrator, Locally, and Git repository.

B. Orchestrator, Locally, and SharePoint.

C. Orchestrator, Locally, and Custom NuGet feed.

D. Custom NuGet feed, Cloud-based storage, and SharePoint.

What are the mandatory activities to be included in an automation workflow to allow a remote knowledge worker to pick up an action that validates the extracted data in the form of a Document Validation Action?

A. Present Validation Station, Wait for Document Validation Action and Resume.

B. Orchestration Process Activities.

C. Document Understanding Process Activities.

D. Create Document Validation Action, Wait for Document Validation Action and Resume.

Which of the following document type is part of UiPath's out-of-the-box models?

A. Emails

B. Medical prescriptions.

C. Invoices

D. Letters

What are the languages supported by the generic Document Understanding ML Package?

A. Languages using the Greek left-to-right alphabet. Japanese, and Chinese.

B. Languages using the Cyrillic alphabet, the Greek left-to-right alphabet, and Chinese.

C. Languages using the Latin alphabet (like Italian, French. Portuguese. Spanish, and Romanian), and the Greek left-to-right alphabet.

D. Languages using the Latin alphabet, the Cyrillic alphabet, the Greek left-to-right alphabet. Japanese, and Chinese.

Under what condition can a dataset be edited in UiPath AI Center?

A. If it is not being used in any active pipeline.

B. If it has not been modified within the last 24 hours.

C. There are no restrictions in editing a dataset.

D. If it is not linked to any data labeling session.