DataHour: Improving Search Results with Semantic Search

DataHour: Improving Search Results with Semantic Search

04 Aug 202213:08pm - 04 Aug 202214:08pm

DataHour: Improving Search Results with Semantic Search

About the Event

Pre-trained transformer models have significantly improved search results and yield much better results, even with the absence of linking information (PageRank) or click-rates. This is especially beneficial for use-cases where such information is not available. In this DataHour, Nils will cover the basics of semantic search and how to integrate it into systems to yield a better search experience to users.

Prerequisites: Enthusiasm for learning Data Science.

  1. Best articles get published on Analytics Vidhya’s Blog Space
  2. Best articles get published on Analytics Vidhya’s Blog Space
  3. Best articles get published on Analytics Vidhya’s Blog Space
  4. Best articles get published on Analytics Vidhya’s Blog Space
  5. Best articles get published on Analytics Vidhya’s Blog Space

Who is this DataHour for?

  1. Best articles get published on Analytics Vidhya’s Blog Space
  2. Best articles get published on Analytics Vidhya’s Blog Space
  3. Best articles get published on Analytics Vidhya’s Blog Space

About the Speaker

Nils Reimers

Nils Reimers

Director of Machine Learning @ Cohere.ai | ex-HuggingFace

Nils Reimers is an expert on search relevance using pre-trained transformer network. In 2018, he authored and open-sourced the popular sentence-transformers library, which is the most popular framework to design semantic search applications. Recently, he joined cohere.ai as principal scientist to lead the Search-as-a-Service team to develop new state-of-the-art neural search models and to make them broadly accessible as API endpoints.You can follow him on Linkedin and Twitter.

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