Detecting semantic similarity on GOV.UK

Representing text as vectors We can represent the text on each GOV.UK page as a semantic vector. This is denoted by a list of numbers, which conveys information about the...
Representing text as vectors We can represent the text on each GOV.UK page as a semantic vector. This is denoted by a list of numbers, which conveys information about the...
...based on some data that’s already been labelled by humans with specialist knowledge. Ben Stanbury, Neil Potter and their team at HM Revenue and Customs (HMRC) used both supervised and...
...and extended waiting lists social care data wider economic indicators showing the impact on small businesses and the self-employed rates of hate crime by ethnicity of the victim travel patterns...
...data in the assessment process. The session is already proving popular, so if it’s full when you try to sign up, please sign up to the waiting list on the...
...have connections which present security risks. This application was central to the US Corporate Transparency Act’s Beneficial Ownership provisions. A complete list of user needs we have identified is included...
...and online communities concluded in a co-design session where participants developed their own algorithmic transparency measures. One of the key findings from the study was a recommendation to include two...
...a population. Sometimes countries can use detailed lists of ethnic groups for data collection, such as the Cultural and Ethnic Group classification in Australia. But often a country will also...
...cannot access central reoffending data, because it is extremely sensitive information about individuals. This, combined with the need for specialist analysis, means that for many organisations working with people across...
...a long list of career profiles that are relevant to the specific role vacancy. Provide suggestion shortlist: Finally, Succession Select generates a shortlist of candidates for human review, summarising each...
...saving. This data release includes five more services than the last, but this small increase masks more significant changes to the list since December – about 25 services have been...