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Reasoning in Knowledge Graphs: Methods and Techniques

Rebecca Jahn, Emanuel Sallinger, Georg Gottlob
2021
, encodes common knowledge or enables reasoning about the data and patterns therein.  ...  background knowledge is frequently scattered throughout various pieces of literature.  ...  Due to theiri ncomplete nature, there is ah uge number of potential facts thatc oulds till be includedi naknowledge graph.S ince we are not generally interested in just adding anyf acts, duet ol imitations  ... 
doi:10.34726/hss.2021.82944 fatcat:g47i36zvabg2di5try4mt6azgu

Text analysis using colexification networks

Armin Gander, Allan Hanbury
2021
Such theory-driven approaches are increasingly in demand since when using other large NLP models it is difficult for developers to understand a models' dynamics and implications thereof.  ...  We compare the results of the method with the ones of a standard NLP approach on the genre recognition task and find that the two models reach comparable performances.The text analysis method developed  ...  Acknowledgements Iw ouldl iket ot aket his opportunity to thank all thep eople who have supported me in my work on this master's thesis.  ... 
doi:10.34726/hss.2021.83049 fatcat:kfksiryxzrh4zjdr5f72plomga