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build me self learning(reinforced) NER, NLP model for poc(python/deeplearning expert only)

I need a NLP using Bert or spacy or gpt3 or any better one to do

1) NER and identify custom labels.

2) Based on labels identified a user should be able to train it by giving correct or false identification.

3) User should also be able to input some sentences to train the model like "abc is a software".

Use case: Identify software names and component names from any pdf. Ping for more details

Taidot: Python, Deep Learning, tekniikka, Neural Networks, C++ -ohjelmointi

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Tietoa työnantajasta:
( 0 arvostelua ) chillingham, United Kingdom

Projektin tunnus: #31836149