Active learning NER

[tianchiguaixia]

For example, I want to take a space_ Llm, perform NER auxiliary annotation. With my corrections and updates, how can I let the model know more information and actively learn

[rmitsch]

Hi @tianchiguaixia! If your goal is to perform active learning, LLMs are likely not the way to go at this point. Instead you might want to look into active learning with smaller models.

Prodigy is an annotation tool that is build around this idea, I recommend checking it out.

[tianchiguaixia]

Can we achieve something similar https://github.com/HumanSignal/Adala

[rmitsch]

Adala and Prodigy have overlapping, but not identical, feature sets. It depends on what exactly you want to achieve.

[tianchiguaixia]

I recently tried spacy_ LLM and prodigy. Very good!This prodigy is exactly the kind of proactive learning I want

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