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[FEATURE REQUEST] Option for label ranking in outputs #58

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AndriyMulyar opened this issue Dec 22, 2018 · 0 comments
Open

[FEATURE REQUEST] Option for label ranking in outputs #58

AndriyMulyar opened this issue Dec 22, 2018 · 0 comments
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@AndriyMulyar
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AndriyMulyar commented Dec 22, 2018

Description
A CRF produces label probability outputs. Currently, we are simply using the highest probability label as the predicted entity label. It would be useful to allow for an option to output a label ranking for a given token.

Uses
Multi-label prediction, hierarchical label prediction. Capable of handling nested entities.

Where to get started
A contributor would simply have to interface the correct attributes set by the sklearn-crfsuite wrapper into the Annotation class. Some discussion would have to be had to insure compatibility with other parts of the package.

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