Develop and Train the NER Model

[grayJiaaoLi]

User story

1. As a data engineer
2. I want/need to develop and train an NER model using our collected data
3. So that the NER model can automatically recognize and tag entities in training data

Acceptance criteria

• Utilise the results of research on NER solutions

• Train the NER model on the annotated dataset

• Achieve a precision and recall rate of at least 70% on a validation set

• Document the observed problems and bugs for further development

Definition of done (DoD)

• Added only after week 5
• The same for all features
• Here goes the project specific part

DoD general criteria

• Feature has been fully implemented
• Feature has been merged into the mainline
• All acceptance criteria were met
• Product owner approved features
• All tests are passing
• Developers agreed to release