NLP Process Model

STAMP 4 NLP Getting Started

Getting Started
Folder Structure
Write Your Documentation
Convention over Configuration
- Alter Configuration

STAMP 4 NLP Documentation

Subprocesses
Roles
Artifacts
Tasks
- Apply Data Augmentation
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
- Approve Requirements
- Check Business Requirements
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
  - Additional Roles
- Check on Concept Drift
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
- Corpus Composition
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Creates
  - Responsible Role
- Corpus Stratifying
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
- Create New Corpus Version
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Creates
  - Responsible Role
- Data Annotating
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Creates
  - Responsible Role
- Data Management
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
  - Additional Roles
- Define NLP Goal
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
  - Additional Roles
- Deploy and Deliver Application
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
- Deployment
- Domain Knowledge Transfer
- Evaluate Data Sources
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
  - Additional Roles
- Integrate Services in Customer Application
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
- Metric Compliance
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
- Monitoring
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
  - Additional Roles
- Package Software and Models
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
  - Additional Roles
- Quality Assurance
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
- Requirements Documentation Review
- Review Current Process
- Specify Annotations
- Specify Requirements
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
  - Additional Roles
- Staffing and Project Management
- Tool Composition
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Creates
  - Responsible Role
- Training
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Requires
    - Creates
  - Responsible Role
- Version Packaged Software and Model
  - Purpose
  - Description
  - Steps
  - Artifacts
    - Creates
  - Responsible Role

NLP Process Model documentation

NLP Process Model
Getting Started
Convention Changes
Role Assignment
Dependencies
Artifacts

Code Documentation

Code Documentation

NLP Process Model

»
Artifacts »
Augmented Training Dataset
View page source

Augmented Training Dataset¶

[Artifact]

Description¶

The Augmented Training Dataset is the result from executing the Augmentation Strategies on the Training Dataset to enhance the Corpus.

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