1 code implementation • 18 Jul 2022 • Miguel E. P. Silva, Martyn Fyles, Li Pi, Jasmina Panovska-Griffiths, Caroline Jay, Thomas House, Elizabeth Fearon
Since regular asymptomatic testing requires only those with a positive result to reduce contact, while lockdown measures require the whole population to reduce contact, any policy decision that seeks to trade off harms from infection against other harms will not automatically favour one over the other.
1 code implementation • 4 Aug 2021 • Jonathan Carlton, Andy Brown, Caroline Jay, John Keane
The results demonstrate that interaction data can be used to infer users' engagement during and after an experience, and the proposed techniques are relevant to better understand audience preference and responses.
no code implementations • 30 Apr 2021 • Guy Clarke Marshall, Caroline Jay, Andre Freitas
We analyse a corpus of diagrams found in scholarly computational linguistics conference proceedings (ACL 2017), and find inclusion of a system diagram to be correlated with higher numbers of citations after 3 years.
no code implementations • 30 Apr 2021 • Guy Clarke Marshall, Caroline Jay, Andre Freitas
Perhaps because of this, diagrams, as "icons of relation", are a prevalent medium for signifying complex models.
no code implementations • 30 Apr 2021 • Guy Clarke Marshall, Caroline Jay, Andre Freitas
Using a corpus-based approach, we argue that the heterogeneous diagrammatic notations used for neural network systems has implications for signification in this domain.
no code implementations • ICLR Workshop Rethinking_ML_Papers 2021 • Guy Clarke Marshall, Caroline Jay, André Freitas
This paper advocates for diagrammatic summary publications for machine learning system architecture papers.
no code implementations • 28 Aug 2020 • Guy Clarke Marshall, André Freitas, Caroline Jay
Neural networks are a prevalent and effective machine learning component, and their application is leading to significant scientific progress in many domains.
no code implementations • 26 Aug 2020 • Guy Clarke Marshall, Caroline Jay, André Freitas
We utilise Richards-Engelhardt framework as a tool for understanding Natural Language Processing systems diagrams.
1 code implementation • 14 Mar 2019 • Mario Rosado de Souza, Robert Haines, Markel Vigo, Caroline Jay
Software is now a vital scientific instrument, providing the tools for data collection and analysis across disciplines from bioinformatics and computational physics, to the humanities.
Software Engineering Computers and Society