24 citations · 73 across the 9 of their papers we have counts for
10 papers
Exploring Sequence-to-Sequence Models for SPARQL Pattern Composition
Anand Panchbhai, Tommaso Soru, Edgard Marx
A booming amount of information is continuously added to the Internet as structured and unstructured data, feeding knowledge bases such as DBpedia and Wikidata with billions of sta…
Where is Linked Data in Question Answering over Linked Data?
Tommaso Soru, Edgard Marx, André Valdestilhas +3
We argue that "Question Answering with Knowledge Base" and "Question Answering over Linked Data" are currently two instances of the same problem, despite one explicitly declares to…
Neural Machine Translation for Query Construction and Composition
Tommaso Soru, Edgard Marx, André Valdestilhas +3
Research on question answering with knowledge base has recently seen an increasing use of deep architectures. In this extended abstract, we study the application of the neural mach…
Decentralized Collaborative Knowledge Management using Git
Natanael Arndt, Patrick Naumann, Norman Radtke +2
The World Wide Web and the Semantic Web are designed as a network of distributed services and datasets. The distributed character of the Web brings manifold collaborative possibili…
Expeditious Generation of Knowledge Graph Embeddings
Tommaso Soru, Stefano Ruberto, Diego Moussallem +4
Knowledge Graph Embedding methods aim at representing entities and relations in a knowledge base as points or vectors in a continuous vector space. Several approaches using embeddi…
Beyond Markov Logic: Efficient Mining of Prediction Rules in Large Graphs
Tommaso Soru, André Valdestilhas, Edgard Marx +1
Graph representations of large knowledge bases may comprise billions of edges. Usually built upon human-generated ontologies, several knowledge bases do not feature declared ontolo…