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Neural transfer learning for natural language processing
(NUI Galway, 2019-06-07)
The current generation of neural network-based natural language processing models excels at learning from large amounts of labelled data. Given these capabilities, natural language processing is increasingly applied to new ...
The evolution of behaviours in swarms of robots
(NUI Galway, 2019-12-09)
Evolutionary swarm robotics uses evolutionary computational techniques to synthesise behaviours for a group of autonomous robots. In a swarm of robots, the collective behaviour of the robots results from the local interactions ...