Practica 3

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This document contains student grades for 8 students. The grades range from 3 to 9, with an average grade of 5.3. The highest grade was a 9 earned by Natalia martinez Alonso, and the lowest grade was a 3 earned by Alvaro Rodriguez Del Corro.

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Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”. All of this illustrated with link prediction over knowledge graphs, but the argument is general.

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