The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 03, 2025

Filed:

Nov. 20, 2020
Applicant:

Salesforce, Inc., San Francisco, CA (US);

Inventors:

Aaron Michael Taylor, Cambridge, MA (US);

Henry Forrest Leanna Wallace, Cambridge, MA (US);

Assignee:

Salesforce, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/022 (2023.01); G06F 16/901 (2019.01); G06F 16/9032 (2019.01); G06F 16/93 (2019.01); G06F 40/237 (2020.01); G06F 40/30 (2020.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06F 16/9024 (2019.01); G06F 16/90332 (2019.01); G06F 16/93 (2019.01); G06F 40/237 (2020.01); G06F 40/30 (2020.01);
Abstract

An unsupervised multi-hop search across a corpus of documents in a database or other data resource permits the identification of relationships between two entities mentioned in the corpus in cases where the two entities are not co-mentioned within any documents in the corpus (or not mentioned within document(s) with sufficient frequency or proximity to infer the relationship). The search can employ a beam search algorithm anchored by word embeddings and an A* graph traversal to calculate semantic distance between the entities as different paths through the corpus for different entity co-mentions are evaluated.


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