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Modeling Queries as Bags of Documents
From The Noisy Channel

Modeling Queries as Bags of Documents

Last week, I had the honor of presenting “Modeling Queries as Bags of Documents” at Search Solutions 2024 with Aritra Mandal.We introduced the bag-of-documentshow...

Documents, Queries, and Categories
From The Noisy Channel

Documents, Queries, and Categories

I have published a number of posts and presentations about the bag-of-documents model, which essentially represents query intent as a distribution in a document...

Where Do Categories Come From?
From The Noisy Channel

Where Do Categories Come From?

In my previous post, I argued that categories are fundamental for search applications. I characterized a robust set of categories as offering coverage, coherence...

Categories are Fundamental for Search
From The Noisy Channel

Categories are Fundamental for Search

As a search consultant, I have learned to be flexible about structured data. However, I do insist on content being classified into categories.What are categories...
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