Top-Rank-Focused Adaptive Vote Collection for the Evaluation of Domain-Specific Semantic Models

1 code implementation • EMNLP 2020 • Pierangelo Lombardo, Alessio Boiardi, Luca Colombo, Angelo Schiavone, Nicolò Tamagnone

The growth of domain-specific applications of semantic models, boosted by the recent achievements of unsupervised embedding learning algorithms, demands domain-specific evaluation datasets.

Knowledge-aware Autoencoders for Explainable Recommender Sytems

no code implementations • 17 Jul 2018 • Vito Bellini, Angelo Schiavone, Tommaso Di Noia, Azzurra Ragone, Eugenio Di Sciascio

Recommender Systems have been widely used to help users in finding what they are looking for thus tackling the information overload problem.

Recommendation Systems

Computing recommendations via a Knowledge Graph-aware Autoencoder

1 code implementation • 13 Jul 2018 • Vito Bellini, Angelo Schiavone, Tommaso Di Noia, Azzurra Ragone, Eugenio Di Sciascio

In the last years, deep learning has shown to be a game-changing technology in artificial intelligence thanks to the numerous successes it reached in diverse application fields.