Text Annotation Guideline Item

A Text Annotation Guideline Item is a annotation guideline for a text annotation task.

• Context:
  • It can (often) be referenced by Text Annotators (supporting a text data annotation process of a text data-focused annotation team for a text annotation project).
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  • It can range from being a Simple Text Annotation Guideline to being a Complex Text Annotation Guideline.
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  • It can specify the Annotation Scheme or Annotation Protocol to ensure consistency and quality in annotations.
  • It can include definitions of Annotation Categories, Tagging Rules, and examples of correct and incorrect annotations.
  • It can contain Ambiguous Text Annotation Case.
  • It can support Text Annotator Training.
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• Example(s):
  • Domain-Specific Text Annotation Guidelines, such as:
    • Biomedical Text Annotation Guidelines for biomedical text annotation.
    • Legal Text Annotation Guidelines for legal text annotation.
    • Financial Text Annotation Guidelines for financial text annotation.
    • ...
  • NLP Task-Specific Text Annotation Guidelines, such as:
    • Sentiment Analysis Annotation Guidelines for text sentiment annotation.
    • Entity Recognition Annotation Guidelines for text entity recognition annotation.
    • Text Classification Annotation Guidelines for text class annotation.
    • ...
  • General Text Annotation Guidelines, such as:
    • CPROD1 Annotation Guidelines for CPROD1.
    • GM-RKB Annotation Guidelines Document for annotating wikitext.
    • Google's Healthcare Text Annotation Guidelines for capturing structured representations of medical knowledge in text data.
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• Counter-Example(s):
  • Annotation Training Manuals.
  • Annotation Quality Control Procedures.
  • a Reference Book, such as: ___.
  • a Business Requirement Document, which outlines the requirements for a business initiative rather than guidelines for an annotation task.
• See: Annotation Guideline Document, Standard, Timex2, Annotation Quality, Inter-Annotator Agreement.

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