公开(公告)号：WO2023279037A1

公开(公告)日：2023-01-05

申请号：PCT/US2022/073277

申请日：2022-06-30

Applicant: PRICEWATERHOUSECOOPERS LLP

Inventor： LI, Chung-Sheng ,  CHENG, Winnie ,  FLAVELL, Mark John ,  HALLMARK, Lori Marie ,  LIZOTTE, Nancy Alayne ,  LEONG, Kevin Ma ,  ZHU, Di ,  O'ROURKE, Kevin Michael ,  KWON, Eun Kyung ,  NARULA, Vandit ,  CHEN, Weichao ,  RAMIREZ, Maria Jesus Perez

IPC: G06F40/20 ,  G06N5/02 ,  G06N5/04 ,  G06N20/00 ,  G06Q10/06 ,  G06Q40/00 ,  G06F16/20 ,  G06F16/24 ,  G06F16/25 ,  G06F16/93 ,  G06F40/10 ,  G06F40/30 ,  G06F40/40 ,  G06F16/3347 ,  G06F16/353 ,  G06N5/022 ,  G06N5/041 ,  G06N5/045 ,  G06Q10/0635 ,  G06Q30/018 ,  G06Q40/12 ,  G06V30/412 ,  G06V30/416

Abstract: Systems and methods for determining whether an electronic document constitutes vouching evidence is provided. The system may receive ERP item data and generate hypothesis data based thereon, and may receive electronic document data and extract ERP information therefrom. The system may then apply one or more models to compare the hypothesis data to the extracted ERP information to determine whether the electronic document constitutes vouching evidence for the ERP item. Systems and methods for verifying an assertion against a source document are provided. The system may receive first data indicating an unverified assertion and second data comprising a plurality of source documents. The system may apply one or more extraction models to extract a set of key data from the plurality of source documents and may apply one or more matching models to compare the first data to the set of key data to determine whether vouching criteria are met.

公开(公告)号：WO2023279047A1

公开(公告)日：2023-01-05

申请号：PCT/US2022/073292

申请日：2022-06-30

Applicant: PRICEWATERHOUSECOOPERS LLP

Inventor： LI, Chung-Sheng ,  CHENG, Winnie ,  FLAVELL, Mark John ,  HALLMARK, Lori Marie ,  LIZOTTE, Nancy Alayne ,  LEONG, Kevin Ma ,  O'ROURKE, Kevin Michael ,  HILL, Robert Michael ,  DELILLE, Timothy ,  RAMIREZ, Maria Jesus Perez ,  GIACOMUCCI, Thomas Vincent

IPC: G06F3/048 ,  G06N3/08 ,  G06N5/02 ,  G06N5/04 ,  G06Q50/18 ,  G09B19/10 ,  G06F16/36 ,  G06K9/62 ,  G06N20/00 ,  G06F16/3347 ,  G06F16/353 ,  G06F16/93 ,  G06N5/022 ,  G06N5/041 ,  G06N5/045 ,  G06Q10/0635 ,  G06Q30/018 ,  G06Q40/12 ,  G06V30/412 ,  G06V30/416

Abstract: Systems and methods for providing explainability for processing data through multiple layers are provided. An input layer is configured to receive an evidence data set comprising a plurality of evidence items, apply evidence processing models to the evidence data set to generate evidence understanding data, and generate input-layer explainability data, wherein the input¬ layer explainability data represents information about the processing of the evidence data set by the input layer. A presentation layer is configured to receive data (the evidence understanding data and/or data generated based on the evidence understanding data), apply one or more presentation generation models to the received data to generate presentation data, and generate presentation-layer explainability data for presentation to the user, wherein the presentation-layer explainability data represents information about the processing of the received data set by the presentation layer.