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Applying PECOS to product retrieval and text autocompletion

Nobody is talking about Amazon's PECOS framework. But it's powering product search for millions of customers.

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The KeyNews take

Why it matters

Amazon's open-source PECOS framework shows how tech giants are solving extreme-scale ML problems that could transform enterprise search and recommendation systems.

The key facts

4 to know
  1. Two KDD papers published

  2. Framework handles extreme multilabel ranking

  3. Applied to product retrieval and text autocompletion

  4. Amazon Science research release

Go to the source

Amazon Scienceamazon.science

Publisher excerpt: Two KDD papers demonstrate the power and flexibility of Amazon’s framework for “extreme multilabel ranking”.
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