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numind
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NuNER-v2.0

Token Classification
Transformers
Safetensors
English
roberta
feature-extraction
entity-recognition
foundation-model
RoBERTa
generic
Model card Files
xet
 Community
3

beginners steps

#2
by chk2817 - opened
Discussion
chk2817

Hi There,

a bit of a newbie in the world of transformers. Quick question.

the example in the model card outputs the embeddings. How do we go from embedding to actual entities?
I am missing a step unless this part is not open-sourced?

I wanted a solution that automatically detect entities rather than relying on user-defined labels like in Gliner.

Thanks in advance for the reply
deleted

chk2817, To use this model for named entity recognition, you should attach linear layer on top of their final token representations and fine-tune on your dataset.
supratick

Can someone help to instruct how to use the embeddings to find out the entities from the given text without fine-tuning or training with dataset.

LaferriereJC

would be nice if there a script provided similar to the one for nuner_zero

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