Master Thesis: Methods for Embedding Knowledge Graphs/Bases into Semantic Vector Spaces (Glavaš, Ponzetto)

This thesis should provide an in-depth overview of the state-of-the-art methods for representing knowledge graphs and knowledge bases in the (i.e., concepts from their nodes and relations from their edges) continuous vector space. The thesis should explain in detail all prominent models, stressing the advantages and shortcomings of each of them. Additionally, the candidate is also expected to focus on the implementation of one of the state-of-the-art models and its application on one particular knowledge graph.