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12/10/2022
LEAD: Liberal Feature-based Distillation for Dense Retrieval
Knowledge distillation is often used to transfer knowledge from a strong...
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08/31/2022
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval
In large-scale retrieval, the lexicon-weighting paradigm, learning weigh...
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01/21/2022
Less is Less: When Are Snippets Insufficient for Human vs Machine Relevance Estimation?
Traditional information retrieval (IR) ranking models process the full t...
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06/20/2020
Embedding-based Retrieval in Facebook Search
Search in social networks such as Facebook poses different challenges th...
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02/14/2018
Web-Scale Responsive Visual Search at Bing
In this paper, we introduce a web-scale general visual search system dep...
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11/20/2017