59 citations · 60 across the 3 of their papers we have counts for
4 papers
QiBERT -- Classifying Online Conversations Messages with BERT as a Feature
Bruno D. Ferreira-Saraiva, Zuil Pirola, João P. Matos-Carvalho +1
Recent developments in online communication and their usage in everyday life have caused an explosion in the amount of a new genre of text data, short text. Thus, the need to class…
Effective connectivity determines the critical dynamics of biochemical networks
Santosh Manicka, Manuel Marques-Pita, Luis M. Rocha
Living systems operate in a critical dynamical regime -- between order and chaos -- where they are both resilient to perturbation, and flexible enough to evolve. To characterize su…
PTPARL-D: Annotated Corpus of 44 years of Portuguese Parliament debates
Paulo Almeida, Manuel Marques-Pita, Joana Gonçalves-Sá
In a representative democracy, some decide in the name of the rest, and these elected officials are commonly gathered in public assemblies, such as parliaments, where they discuss…
Canalization and control in automata networks: body segmentation in Drosophila melanogaster
Manuel Marques-Pita, Luis M. Rocha
We present schema redescription as a methodology to characterize canalization in automata networks used to model biochemical regulation and signalling. In our formulation, canaliza…