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Topic modeling with LLMs TOP NEW
Introduction Public consultations are a cornerstone of policymaking, providing a platform for stakeholders to voice their opinions on critical issues. However, when these consultations include free-text fields, the sheer volume of responses can overwhelm even the most seasoned analysts. Government agencies routinely process hundreds of consulta... Read More
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Creating Maps of Opportunity TOP NEW
Introduction Career Ready is a charity dedicated to helping young people in disadvantaged areas access internships and work opportunities. However, the organisation faced a challenge: how to allocate additional resources effectively. They needed to understand whether their current support was well-distributed across schools and if new schools sh... Read More
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Agent based model to create legal documents TOP NEW
As part of the Evidence House and No. 10 Downing Street Gen AI hackathon, our team of five was selected to tackle key challenges faced by government departments. We chose to focus on the creation of legislative text using LLMs (Large Language Models). The aim was to explore how AI could streamline drafting, formalizing, and proofreading legislat... Read More
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Characterising Extreme Space Weather Events with Network Analysis TOP NEW
Introduction Extreme space weather events, such as geomagnetic storms, pose significant risks to our technological infrastructure, from satellite communications to power grids. My research explores a novel approach to predicting these extreme events by applying network analysis. Using signal processing and machine learning techniques, I aim to ... Read More