Search Results for author: Medina Andresel

Found 2 papers, 1 papers with code

Neuro-Symbolic Ontology-Mediated Query Answering

no code implementations29 Sep 2021 Medina Andresel, Daria Stepanova, Trung-Kien Tran, Csaba Domokos, Pasquale Minervini

Recently, low-dimensional vector space representations of Knowledge Graphs (KGs) have been applied to find answers to logical queries over incomplete KGs.

Data Augmentation Knowledge Graphs

Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs

1 code implementation26 Jun 2021 Medina Andresel, Trung-Kien Tran, Csaba Domokos, Pasquale Minervini, Daria Stepanova

Current methods for embedding-based query answering over incomplete Knowledge Graphs (KGs) only focus on inductive reasoning, i. e., predicting answers by learning patterns from the data, and lack the complementary ability to do deductive reasoning, which requires the application of domain knowledge to infer further information.

Data Augmentation Knowledge Graphs

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