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set-up active learning for TokenClassifciation #17

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davidberenstein1957 opened this issue Dec 20, 2022 · 0 comments
Open

set-up active learning for TokenClassifciation #17

davidberenstein1957 opened this issue Dec 20, 2022 · 0 comments

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@davidberenstein1957
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Ideally we would be able to easily host active learners in a more abstract and intuitive process for TokenClassifciation too.

MVP

from argilla_plugins.active_learning import token_learner

token_learner(name="dataset", model="bert")
token_learner.start()

Stretch
filtering variables like query could be added to limit the sync. Things like threshold could be added to pre-annotate and validate certain data.

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