Abstract:ModelArts Pro provides natural language processing suite, providing customers with custom tools for natural language processing, aiming to help customers efficiently build high-precision text processing models for industry domains, which can be applied to government, finance, law and other industries.

This article was shared from Huawei Cloud Community”[Cloud Lessons] EI Lesson 20 ModelArts Pro Natural Language Processing Suite Effectively Building Industry Text Processing Models”, originally by: Hi, Ei.

ModelArts Pro is a professional development suite for enterprise-class AI applications. Based on advanced algorithms and rapid training capabilities of Huawei Cloud, it provides preset workflows and models to improve the development efficiency and reduce the development difficulty of enterprise AI applications.

ModelArts Pro provides natural language processing suite, providing customers with custom tools for natural language processing, aiming to help customers efficiently build high-precision text processing models for industry domains, which can be applied to government, finance, law and other industries.

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Preset workflow

  • Common text classification workflow

It supports the independent uploading of text data, builds a high-precision text classification and prediction model, ADAPTS the business data of different industry scenarios, and quickly gets customized services. This workflow only supports text classification for Chinese, and supports single-label classification and multi-label classification.

  • Multi-lingual text classification workflow

Supports the autonomous uploading of multilingual text data and the construction of a high-precision text classification prediction model. This workflow supports text classification of languages including English, French, German, Spanish, Portuguese, Arabic, etc., and supports single-tag classification and multi-tag classification.

  • Common entity extraction workflow

Support to upload text data independently, build high-precision entity extraction model, adapt business data of different industry scenarios, and quickly obtain customized services.

Special advantage

  • Suitable for intelligent Q&A, public opinion analysis, content recommendation and other scenarios.
  • It provides a pre-training model for multi-scene fields, supports the extraction of entities in the text, and has high classification accuracy.
  • Provide perfect text processing capabilities, support a variety of data format content, suitable for different scenarios of business data.
  • The model can be continuously optimized based on feedback during use.

Quickly get started with natural language processing kits

Step 1: Open the kit

At present, the natural language processing kit of ModelArts Pro is in the public testing stage, and the permission of public testing is required for the first time to use the natural language processing kit.

Log into the console of ModelArts Pro, select the industry kit card and click “Apply for Public Beta”, and fill in the required information according to the interface prompts on the Application for Public Beta page.

Click “Go to My Open Beta” to enter the “My Open Beta” page after the application is completed. When Approval Status is displayed as Approval Approved, you have obtained public beta access to the industry suite.

Step 2: Delegate and authorize

During your use of ModelArts Pro, ModelArts Pro needs to delegate authorization to access cloud resources of ModelArts services. If there is no authorization, the relevant functions will not be used normally.

If you do not have ModelArts Delegate authorization and Access Secret Key (AK/SK) authorization, the Access Authorization dialog box will pop up when you enter the Industry Suit in the ModelArts Pro console.

Fill in the authorization information in the pop-up “Access Authorization” dialog box, and then click “Authorization Agreed” to complete the configuration of access authorization.

  • “User name” is the current user name that needs to be authorized, leaving the default value.
  • “Delegate” select “modelarts_agency”.
  • Check “I have read and agreed to the ModelArts Service Statement”.

Step 3: Create the application

Create your application by selecting a workflow that matches your industry and application scenario.

1. In the console interface of ModelArts Pro, click “Enter Suite” on the “Natural Language Processing Suite” card.

Enter the Text Recognition Kit console.

2. Select “Application Development > Workbench” in the left navigation bar.

Enter the My Apps TAB by default.

3. In the “My Application” page, click “New Application”.

Go to the “New App” page.

You can also click My Workflows, switch to the My Workflows TAB, select the workflow, and click New Application on the card.

4. Fill in “Application Name”, “Application Leader” and “Application Description” according to business requirements, and select “Industry” and workflow.

5. After confirming the information, click “OK”.

New application successfully created.

Step 4: Develop and launch the app

Follow the process guidelines to complete the workflow and launch the application online.

  • Common text classification workflow:
  • Multi-lingual text categorization workflow:
  • Common entity extraction workflow

Step 5: Iterative optimization

Maintain the application, optimize and iterate continuously.

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Click “Learn More” below, and ModelArts Pro Services awaits you!

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