3 citations · 3 across the 4 of their papers we have counts for
5 papers
Machines of Meaning
Davide Nunes, Luis Antunes
One goal of Artificial Intelligence is to learn meaningful representations for natural language expressions, but what this entails is not always clear. A variety of new linguistic…
TensorX: Extensible API for Neural Network Model Design and Deployment
Davide Nunes, Luis Antunes
TensorX is a Python library for prototyping, design, and deployment of complex neural network models in TensorFlow. A special emphasis is put on ease of use, performance, and API c…
Neural Random Projections for Language Modelling
Davide Nunes, Luis Antunes
Neural network-based language models deal with data sparsity problems by mapping the large discrete space of words into a smaller continuous space of real-valued vectors. By learni…
Modelling Structured Societies: a Multi-relational Approach to Context Permeability
Davide Nunes, Luis Antunes
The structure of social relations is fundamental for the construction of plausible simulation scenarios. It shapes the way actors interact and create their identity within overlapp…
Continuous On-line Evolution of Agent Behaviours with Cartesian Genetic Programming
Davide Nunes, Luis Antunes
Evolutionary Computation has been successfully used to synthesise controllers for embodied agents and multi-agent systems in general. Notwithstanding this, continuous on-line adapt…