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20182026
most citedInformed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems

806 citations · 888 across the 5 of their papers we have counts for

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cs.LG2018

Corresponding Projections for Orphan Screening

Sven Giesselbach, Katrin Ullrich, Michael Kamp +2

We propose a novel transfer learning approach for orphan screening called corresponding projections. In orphan screening the learning task is to predict the binding affinities of c…

cs.LG2018

Making Efficient Use of a Domain Expert's Time in Relation Extraction

Linara Adilova, Sven Giesselbach, Stefan Rüping

Scarcity of labeled data is one of the most frequent problems faced in machine learning. This is particularly true in relation extraction in text mining, where large corpora of tex…