Invention Grant
- Patent Title: Systems and methods for performing a computer-implemented prior art search
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Application No.: US16553148Application Date: 2019-08-27
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Publication No.: US10891321B2Publication Date: 2021-01-12
- Inventor: Mark Ryan Grabau , John David Fleig , Dmitrii Arkadyevich Polshakov , Jeffrey Michael Wilson , Rodney Laroy Fulford , Yi Deng , Philippe Yves Ayala , Donald Eugene Swartwout , Christopher Ryan Gessner
- Applicant: American Chemical Society
- Applicant Address: US DC Washington
- Assignee: American Chemical Society
- Current Assignee: American Chemical Society
- Current Assignee Address: US DC Washington
- Agency: Finnegan, Henderson, Farabow, Garrett & Dunner, L.L.P.
- Main IPC: G06F16/00
- IPC: G06F16/00 ; G06F16/31 ; G06F17/16 ; G06F16/335 ; G06N3/02 ; G06F16/93

Abstract:
In some embodiments, a computer-implemented method for retrieving a similar document from a corpus of documents is provided. The method may include receiving a search document comprising a set of words; applying a first encoder to generate a first vector; applying a second encoder to generate a second vector; determining a first similarity between the first vector of the search document and the first vector of each document of the corpus of documents; determining a second similarity between the second vector of the search document and the second vector of each document of the corpus of documents; generating a first ranked list of documents based on the first similarity; generating a second ranked list of documents based on the second similarity; applying a voting algorithm to determine a score associated with each document; and outputting a third ranked list of documents based on the determined score.
Public/Granted literature
- US20200073879A1 SYSTEMS AND METHODS FOR PERFORMING A COMPUTER-IMPLEMENTED PRIOR ART SEARCH Public/Granted day:2020-03-05
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