SYSTEMS AND METHODS FOR PERFORMING A COMPUTER-IMPLEMENTED PRIOR ART SEARCH

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 seco...

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Bibliographische Detailangaben
Hauptverfasser: SWARTWOUT, Donald Eugene, FLEIG, John David, POLSHAKOV, Dmitri Arkadyevich, FULFORD, Rodney Laroy, WILSON, Jeffrey Michael, GRABAU, Mark Ryan, AYALA, Philippe Yves, GESSNER, Christopher Ryan, DENG, Yi
Format: Patent
Sprache:eng
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Zusammenfassung: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.