Specify Annotations¶
[Task of Domain Discovery and Data Selection]
Purpose¶
Annotation guidelines support the tagger choosing the correct annotation and lead to consistent results.
Description¶
Define annotation types, like labels, entities or classes, which are used in the tagging and development process. Create an annotation set for each annotation typ. For example PER, LOC, DATE for the named entity type. Annotation guidelines are created for the associated annotation types.
Steps¶
Review NLP task and Machine learning requirements
Define Annotation types fulfilling the requirements for the task
Add Annotation set for each annotation type
Develop supporting guidelines for each annotation set
Feedback loop with domain expert