no code implementations • 29 Sep 2021 • Harald Stromfelt, Luke Dickens, Artur Garcez, Alessandra Russo
Human defined concepts are inherently transferable, but it is not clear under what conditions they can be modelled effectively by non-symbolic artificial learners.
no code implementations • 5 May 2020 • Henrique Lemos, Pedro Avelar, Marcelo Prates, Luís Lamb, Artur Garcez
The recent developments and growing interest in neural-symbolic models has shown that hybrid approaches can offer richer models for Artificial Intelligence.
no code implementations • 29 Feb 2020 • Luis C. Lamb, Artur Garcez, Marco Gori, Marcelo Prates, Pedro Avelar, Moshe Vardi
Neural-symbolic computing has now become the subject of interest of both academic and industry research laboratories.
no code implementations • 6 Oct 2017 • Son N. Tran, Srikanth Cherla, Artur Garcez, Tillman Weyde
Also, the experimental results on optical character recognition, part-of-speech tagging and text chunking demonstrate that our model is comparable to recurrent neural networks with complex memory gates while requiring far fewer parameters.