8th Show and Tell – Linked data
...publications, but the other linked data we heard about was just as exciting. Dan Appelquist from the GDS Registers team spoke about open standards. Dan co-chairs the World Wide Web...
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Natural Language Processing in government
Posted by:
Matt Dray - Associate Data Scientist, GDS, Posted on:
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Categories:
Data science, Machine learning, Text Analytics
...label was high enough. Unlabelled comments were passed into an unsupervised LDA topic model to identify emerging topics that could become new tags, ensuring data wasn’t wasted. A supervised model...
Attending DAUGS X last November
...What is DAUGS (for)? This was a useful reminder for me, and a great introduction for one of my colleagues who was attending for the first time. It also demonstrated...
Detecting semantic similarity on GOV.UK
Posted by:
Ellie King - Data Scientist, GDS and Nicky Zachariou - Head of Data Science (Prisons and Probation), MoJ, Posted on:
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Categories:
Data science, Machine learning, Python
...deep averaging network (DAN) encoder trained on text from a variety of sources. It outperforms Doc2vec in the STS benchmark and was quick to implement, so we selected it for...