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Mostafa Dehghani

Research Scientist at Google Brain

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Search Engines

Toward Document Understanding for Information Retrieval

September 25, 2017 Mostafa Dehghani

Document understanding for the purpose of assessing the relevance of a document or passage to a query based only on the document content appears to be a familiar goal for information retrieval community, however, this problem has remained largely intractable, despite repeated attacks over many years.  This is while people are able to assess the relevance […]

 Research Experience

Learning Useful Document Representations for Search

September 25, 2017September 25, 2017 Mostafa Dehghani

With the emergence of deep learning, representation learning has been a hot topic in recent years. There are a large variety of approaches to representation learning in general, but the basic idea is to learn some set of features from data and then using these features for some task. Generating representation for documents is still one the […]

 Research Experience

about me…

I’m Mostafa. What I’m doing these days is mostly helping machines to pass the Turing test.
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Recent Postes

  • PhD Thesis

     February 28, 2020
  • Keyvan's Thesis Cover

     December 11, 2019
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