1 code implementation • International Conference on Advances in Geographic Information Systems 2021 • Darniton Viana, Luciano Barbosa
For that, we propose a hybrid attention mechanism that weights neighbors based on their similarity to the house in terms of structural features and geographic location.
1 code implementation • 29 Apr 2020 • Johny Moreira, Chaina Oliveira, David Macêdo, Cleber Zanchettin, Luciano Barbosa
Considering that this method outperformed state-of-the-art baselines, in this paper, we propose a related approach to RESIDE also using additional side information, but simplifying the sentence encoding with BERT embeddings.
no code implementations • 19 Sep 2017 • Luciano Barbosa, Paulo R. Cavalin, Victor Guimaraes, Matthias Kormaksson
In this paper, we present the methodology and the results obtained by our teams, dubbed Blue Man Group, in the ASSIN (from the Portuguese {\it Avalia\c{c}\~ao de Similaridade Sem\^antica e Infer\^encia Textual}) competition, held at PROPOR 2016\footnote{International Conference on the Computational Processing of the Portuguese Language - http://propor2016. di. fc. ul. pt/}.
no code implementations • 28 Nov 2014 • Matthias Kormaksson, Luciano Barbosa, Marcos R. Vieira, Bianca Zadrozny
Many factors can affect the predictability of public bus services such as traffic, weather and local events.