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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 ...
A new framework for adaptive and agile honeypots
(NUI Galway, 2020-01-13)
As new technological concepts appear and evolve, cyberattack surfaces and vectors are exploited. Every Internet facing device or service is vulnerable from the untrusted external Internet. Previously standalone devices are ...
Expressive RDF stream reasoning via data parallelism in answer set programming
(NUI Galway, 2020-02-26)
The Web nowadays is highly dynamic with massive amounts of data being continuously generated from a huge number of devices and services across the Internet. Various application scenarios in several domains, such as environment ...
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 ...