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Consider to add named entity recognition #1

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ivbeg opened this issue Feb 11, 2022 · 1 comment

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ivbeg commented Feb 11, 2022

Named entity recognitions technology helps to identify named objects inside texts.

Strong

allows to identify objects inside text blobs
could allow to support more named entities (identifiers)

Weakness

could be very slow
need to prepare PII and identifier rules for recognition

Possible implementation - Slovnet https://github.com/natasha/slovnet

ivbeg added the enhancement label

ivbeg self-assigned this

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ivbeg commented Aug 5, 2022

Presidio looks like possible NER engine.
The ways to implement:

support analysis of list of fields
support analysis of any string fields with length greater than max_len parameter. Support this parameter.
link NER entities to semantic types registry

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