Annotation Guideline Item
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An Annotation Guideline Item is a guideline item that provides detailed instructions and rules for annotating data in a consistent and accurate manner.
- Context:
- It can (typically) be a member of an Annotation Guideline Document.
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- It can range from being a Simple Annotation Guideline to being a Complex Annotation Guideline.
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- It can specify the Annotation Scheme or Annotation Protocol to be used in the annotation process.
- It can include definitions of Annotation Categories, Tagging Rules, and examples of correct and incorrect annotations.
- It can guide how to handle ambiguous or edge cases during annotation.
- It can support Annotator Training by providing clear guidelines and examples.
- It can be referenced by annotators within an Annotation Project to ensure consistency and quality in annotations.
- It can be periodically reviewed and updated to accommodate new insights, changes in the domain, or improvements in annotation methodologies.
- It can ensure high-quality annotations by following standardized Annotation Guidelines and Annotation Protocols.
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- Example(s):
- Text Annotation Guidelines, such as:
- Sentiment Analysis Annotation Guideline: "
Annotate sentiments within text by identifying and tagging positive, negative, and neutral sentiments.". - Entity Recognition Annotation Guideline: "
Annotate entities within text by identifying and tagging named entities such as persons, organizations, and locations.".
- Sentiment Analysis Annotation Guideline: "
- Image Annotation Guidelines, such as:
- Object Detection Annotation Guideline: "
Annotate objects within images by identifying and tagging objects of interest, such as cars, people, and animals.". - Segmentation Annotation Guideline: "
Annotate image segments by identifying and tagging distinct regions within an image.".
- Object Detection Annotation Guideline: "
- Audio Annotation Guidelines, such as:
- Speech Transcription Annotation Guideline: "
Annotate speech within audio recordings by transcribing spoken words and tagging speakers.". - Sound Event Detection Annotation Guideline: "
Annotate sound events within audio recordings by identifying and tagging specific sounds, such as sirens, claps, and footsteps.".
- Speech Transcription Annotation Guideline: "
- Video Annotation Guidelines, such as:
- Action Recognition Annotation Guideline: "
Annotate actions within video recordings by identifying and tagging actions performed by subjects, such as running, jumping, and waving.". - Object Tracking Annotation Guideline: "
Annotate objects within video recordings by tracking their movement across frames.".
- Action Recognition Annotation Guideline: "
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- Text Annotation Guidelines, such as:
- Counter-Example(s):
- a General Data Guideline that does not provide specific instructions for annotation.
- a Quality Control Guideline that focuses on quality assurance but not on the annotation process itself.
- See: Annotation Project, Annotation Scheme, Annotation Protocol, Annotated Dataset, Annotator Training.