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> gives me generic blank documents that someone created as a placeholder ... fails to find synonyms or related words ... Add lots of tags These kinds of proble
by svcrunch 5y ago
> gives me generic blank documents that someone created as a placeholder ... fails to find synonyms or related words ... Add lots of tags
These kinds of problems can be solved using neural networks as the foundation for search (variously termed "neural information retrieval" and "semantic search"). I worked on this at Google Research from 2016-2020, before launching ZIR AI in 2020 to make neural search available as a PaaS, just like Elasticsearch and Algolia have done for keyword matching.
Here are a couple of introductory pieces if you're interested in learning more:
[1] https://blog.zir-ai.com/the-high-cost-of-keyword-search https://blog.zir-ai.com/the-high-cost-of-keyword-search, "The High Cost of Keyword Search"
[2] https://blog.zir-ai.com/semantic-search-helps-chatbots-answer-more-questions https://blog.zir-ai.com/semantic-search-helps-chatbots-answe... "Semantic search helps chatbots answer more questions"