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Using Dense Vector search at the EU Publications Office

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Using Dense Vector search at the EU Publications Office
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60
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CC Attribution 3.0 Unported:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal purpose as long as the work is attributed to the author in the manner specified by the author or licensor.
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Release Date2023
LanguageEnglish

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Abstract
In this session you will discover how dense vector functionality was used to enhance traditional search and provide users with a 'Google-like' search experience during a proof of concept over a large dataset of multi-lingual legal content curated by the European Union Publications Office in Luxembourg. The presentation will explain how a combination of Elasticsearch, Google BERT transformer models, and the Pureinsights Discovery Platform (PDP) were utilised during the project and discuss the results obtained. There will also be a live demonstration showing the power of semantic understanding across documents and search queries.