公开(公告)号：US20250086735A1

公开(公告)日：2025-03-13

申请号：US18427275

申请日：2024-01-30

Applicant: Salesforce, Inc.

Inventor： Sundar Ram Vedula ,  Rajdeep Dua ,  Akash Singh ,  Amit Kumar Dash ,  Nimesh Gupta ,  Sourav Sipani ,  Ajay Singh ,  Khyati Garg ,  Sree Harini Soma

IPC: G06Q50/18

Abstract: Methods, systems, apparatuses, devices, and computer program products are described. A system may support a machine learning model for legal clause extraction. The machine learning model may receive, as an input, at least a portion of a document and may output an indication of one or more legal clauses included in the document. To train the model, the system may receive a document and an indication of ground truths (e.g., legal clauses) for the document. The system may determine one-to-one mappings between the legal clauses indicated by the ground truths and the legal clauses indicated by the output of the machine learning model. The system may perform a longest common substring analysis on the one-to-one mappings to determine an accuracy of the machine learning model and may iteratively update the model based on the analysis.