Research talk: System frontiers for dense retrieval
281
Microsoft Research329 тыс
Следующее
25.01.22 – 1712:08Популярные
01.12.22 – 59621:21
27.10.22 – 15344:44Опубликовано 25 января 2022, 1:37
Speakers:
Jason Li, Partner Group Engineering Manager, Microsoft
Knut Risvik, Distinguished Engineer, Microsoft
The Microsoft Bing search engine combines classic information retrieval and dense retrieval in multiple stages of the search funnel. Handling hundreds of billions of documents with constant updates creates massive system challenges to inference, search, and ranking. In this talk, we’ll present current and ongoing approaches and suggest research challenges to effectively combine dense and sparse retrieval at large scale.
Learn more about the 2021 Microsoft Research Summit: Aka.ms/researchsummit
Jason Li, Partner Group Engineering Manager, Microsoft
Knut Risvik, Distinguished Engineer, Microsoft
The Microsoft Bing search engine combines classic information retrieval and dense retrieval in multiple stages of the search funnel. Handling hundreds of billions of documents with constant updates creates massive system challenges to inference, search, and ranking. In this talk, we’ll present current and ongoing approaches and suggest research challenges to effectively combine dense and sparse retrieval at large scale.
Learn more about the 2021 Microsoft Research Summit: Aka.ms/researchsummit
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