Exercise

Annotation and preparing training data

After collecting data, you can annotate data in the required format for a spaCy model. In this exercise, you will practice forming the correct annotated data record for an NER task in the medical domain.

A sentence and two entities of entity_1 with a text of chest pain and a SYMPTOM type and entity_2 with a text of hyperthyroidism and a DISEASE type are available for you to use.

Instructions

100 XP

Complete the annotated_data record in the correct format.
Extract start and end characters of each entity and store as the corresponding variables.
Store the same input sentence and its entities in the proper training format as training_data.

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Instructions

Exercise