公开(公告)号：US20220004713A1

公开(公告)日：2022-01-06

申请号：US16920916

申请日：2020-07-06

Applicant: SAP SE

Inventor： Jianglei Han ,  Traci Zheng Wen Lim ,  Juanlei Rocco Hu ,  Lijie Quan ,  Wei Jin ,  Lingxiao Liang

IPC: G06F40/289 ,  G06N20/00 ,  G06F40/284 ,  G06Q50/18 ,  G06K9/34

Abstract: Methods, systems, and computer-readable storage media for receiving, by an automated review system, a legal document as a computer-readable file, and determining, by the automated review system, that the legal document is of a first type, and in response: converting the legal document to a set of images, extracting text data from one or more images in the set of images, the text data including sub-sets of text data, each sub-set of text data representing text in a respective clause of a set of clauses of the legal document, for each sub-set of text data receiving a prediction from a machine learning (ML) model in a set of ML models, the ML model being specific to a clause in the set of clauses, and outputting a set of predictions and respective prediction values for display in a user interface (UI).

公开(公告)号：US11461552B2

公开(公告)日：2022-10-04

申请号：US16920916

申请日：2020-07-06

Applicant: SAP SE

Inventor： Jianglei Han ,  Traci Zheng Wen Lim ,  Juanlei Rocco Hu ,  Lijie Quan ,  Wei Jin ,  Lingxiao Liang

IPC: G06F40/289 ,  G06N20/00 ,  G06F40/284 ,  G06Q50/18 ,  G06V30/148

Abstract: Methods, systems, and computer-readable storage media for receiving, by an automated review system, a legal document as a computer-readable file, and determining, by the automated review system, that the legal document is of a first type, and in response: converting the legal document to a set of images, extracting text data from one or more images in the set of images, the text data including sub-sets of text data, each sub-set of text data representing text in a respective clause of a set of clauses of the legal document, for each sub-set of text data receiving a prediction from a machine learning (ML) model in a set of ML models, the ML model being specific to a clause in the set of clauses, and outputting a set of predictions and respective prediction values for display in a user interface (UI).