Our Head of AI, Sybren Jansen published an article on Medium about advances in BioNER. In this article he provides an extensive overview of BioNER research to help tackle current challenges. From techniques on dealing with imperfect datasets, due to annotator disagreement or bias, to transfer, multi-task, and few-shot learning, all the way to knowledge-based systems that do not rely on supervised train data at all, but utilize external knowledge like ontologies.

“ This exploration is important as there are a few challenges that do not always exist in other domains, including:

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Slimmer AI
Slimmer AI

Written by Slimmer AI

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