We have been exploring how NLP techniques and LLMs could be used in the future to improve website search experience for end-users.
Read more on Using large language models (LLMs) to improve website search experience with StatsChat
The UK’s exit from the European Union created uncertainty about workers across a range of sectors, exacerbated by concerns over workers leaving the country and the impact on labour supply. The coronavirus (COVID-19) pandemic created additional and sudden changes, with sectors being affected heterogeneously and demand switching from services to goods.
Read more on Worker shortages: A window on labour demand during the coronavirus (COVID-19) pandemic
We used text data from over 500,000 business websites to inform survey response-chasing efforts and gain insights into the impact of COVID-19.
Read more on Extracting text data from business website COVID-19 notices
Large volumes of unstructured, free-text data such as patent applications, contain potentially valuable information for policymakers. Here we describe the pipeline used to process such data sources.
Read more on pyGrams: An open source tool for discovering emerging terminology in large text datasets
In this report, we focus primarily on how the pyGrams tool can be used to analyse terms through time using the time stamps in document metadata.
Read more on Discovering emerging important terminology in large text datasets using pyGrams: a comparison between net growth and e-score methods
We introduce pyGrams – a new Python tool for extracting, visualising and identifying emerging terms in large document collections, such as patents.
Read more on Extracting, visualising and identifying emerging important terminology from patent collectionsNatural Language Processing is a sub-field of Artificial Intelligence. It is used for processing and analysing large amounts of natural language.
Read more on Introduction to Natural Language Processing in Python
In this study, we investigate challenges related to the site search function of the ONS website and make recommendations on…
Read more on Optimising the ONS site search function with Google Analytics and Natural Language Processing
The Office for National Statistics (ONS) is on a fantastic journey to better serve the UK by improving the quality…
Read more on Building and stocking the survey question library