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Exploring Sequence-to-Sequence Models for SPARQL Pattern Composition

Oct 21, 2020
Anand Panchbhai, Tommaso Soru, Edgard Marx

* Proceedings of the First Indo-American Knowledge Graph and Semantic Web Conference (KGSWC-India 2020) 

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Where is Linked Data in Question Answering over Linked Data?

May 07, 2020
Tommaso Soru, Edgard Marx, André Valdestilhas, Diego Moussallem, Gustavo Publio, Muhammad Saleem

* Position paper, THE Workshop @ ISWC 2018 

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Concept2vec: Metrics for Evaluating Quality of Embeddings for Ontological Concepts

Jul 26, 2018
Faisal Alshargi, Saeedeh Shekarpour, Tommaso Soru, Amit Sheth

* Working paper 

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ML-Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies

Jul 14, 2018
Gustavo Correa Publio, Diego Esteves, Agnieszka Ławrynowicz, Panče Panov, Larisa Soldatova, Tommaso Soru, Joaquin Vanschoren, Hamid Zafar

* Poster, selected for the 2nd Reproducibility in Machine Learning Workshop at ICML 2018, Stockholm, Sweden 

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Neural Machine Translation for Query Construction and Composition

Jul 09, 2018
Tommaso Soru, Edgard Marx, André Valdestilhas, Diego Esteves, Diego Moussallem, Gustavo Publio

* ICML workshop on Neural Abstract Machines & Program Induction v2 (NAMPI), extended abstract 

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Expeditious Generation of Knowledge Graph Embeddings

Mar 21, 2018
Tommaso Soru, Stefano Ruberto, Diego Moussallem, Edgard Marx, Diego Esteves, Axel-Cyrille Ngonga Ngomo

* Submitted, 6 pages 

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Beyond Markov Logic: Efficient Mining of Prediction Rules in Large Graphs

Feb 13, 2018
Tommaso Soru, André Valdestilhas, Edgard Marx, Axel-Cyrille Ngonga Ngomo

* 13 pages, 4 figures 

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Mandolin: A Knowledge Discovery Framework for the Web of Data

Nov 03, 2017
Tommaso Soru, Diego Esteves, Edgard Marx, Axel-Cyrille Ngonga Ngomo

* 6 pages 

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SPARQL as a Foreign Language

Aug 25, 2017
Tommaso Soru, Edgard Marx, Diego Moussallem, Gustavo Publio, André Valdestilhas, Diego Esteves, Ciro Baron Neto

* SEMANTiCS 2017; 13th International Conference on Semantic Systems, 2017 

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