
Search engines, the role of ML in enterprise search, 0-1 phase of building products | Debarghya Das, Founding engineer at Glean
Infinite Curiosity Pod with Prateek Joshi
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The Role of Machine Learning in Search
Machine learning plays a role in these ways to make a search product look and feel good. The obvious one is like understanding users intent, you know, parts the sentence, understand it, map it, show the right results. There's all named entity recognition, which is a classic NLP problem. All of that is done on a query parsing level. You have machine learning models on a document level to understand documents. How do you know whether a page has pop ups and has a bunch of things or just looks bad? That's key to the search experience.
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