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While entity recognition has been exploited as a powerful approach towards automatic NER retrieval, there has recently been an increased interest to find more complex structural information and more abundant knowledge in documents [ 9].
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The third approach is addressed at engineers who work with the technologies and includes practices for improving the reusability of knowledge recorded in documents and communicated to others who are using a particular technology for development.
Turns out I just kinda want your knowledge in this document.
Employees can source knowledge recorded in document form, through dyadic conversations, or in-group settings.
Even if such knowledge is found in documents, it is often scattered around technical domains and lacks consistency.
While P2P networks help establish physical links across participants, they lack the capability to integrate knowledge fragments embedded in documents and artifacts distributed across peers.
In this paper, we describe a novel representation technique which makes use of the Web structure together with summarisation techniques to better represent knowledge in actual Web Documents.
As much as 80percentt of a company's knowledge base may reside in documents that might have been considered unusable, industry analysts say.
Discussions with colleagues in "communities of practice" build mutual trust and foster the exchange of not only explicit knowledge that is easily codified in documents such as guidelines, but tacit knowledge, which prompts the individual to reflect upon their practice [ 4- 6].
These gains may be realized through various routes, such as coordination of workflows [8], team-based communication and editing [9], and management of the life-cycle of knowledge and documents in heterogenous environments [10].
Explore the automated acquisition of knowledge in biomedical and clinical documents using text mining and statistical techniques to identify disease-drug associations.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com