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NLP within DEEP

Assisted Tagging

Automatic Summarization

Entry extraction

Topic modelling

Humanitarian BERT

HUMSET

AI Ethics

Assisted Tagging

 

We developed a multi-label classification model tailored for common humanitarian analysis frameworks and trained on DEEP data with direct access in the DEEP and a pluggable interface for other applications. The assisted tagging gives automatic suggestions on which tag to choose from according to the analysis framework. This helps speed up the annotation process.

Currently DEEP supports a total of 104 tags as follows:

 

Primary tags:

 



 

Secondary tags: