Invention Grant
- Patent Title: Systems, apparatuses, and methods for document querying
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Application No.: US16911174Application Date: 2020-06-24
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Publication No.: US11321329B1Publication Date: 2022-05-03
- Inventor: Sheng-Min Shih , Mingwen Dong , Tapodipta Ghosh , Mihir Anil Joshi
- Applicant: Amazon Technologies, Inc.
- Applicant Address: US WA Seattle
- Assignee: Amazon Technologies, Inc.
- Current Assignee: Amazon Technologies, Inc.
- Current Assignee Address: US WA Seattle
- Agency: Nicholson De Vos Webster & Elliott LLP
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06F7/00 ; G06F16/2457 ; G06F16/248 ; G06F16/242 ; G06N20/20 ; G06K9/62 ; G06F16/22

Abstract:
Techniques for searching documents are described. An exemplary method includes receiving a document search query; querying at least one index based upon the document search query to identify matching data; fetching the identified matched data; one or more of a top ranked passage and top ranked documents from the set of documents based upon one or more invocations of one or more machine learning models based at least on the fetched identified matched data and the document search query, wherein at least one of the machine learning models has been trained for the third party; and returning one or more of the top ranked passage and the proper subset of documents.
Information query