公开(公告)号：US20240202226A1

公开(公告)日：2024-06-20

申请号：US18066600

申请日：2022-12-15

申请人： International Business Machines Corporation

发明人： Elham Khabiri ,  Yingjie Li ,  Bhavna Agrawal ,  Anuradha Bhamidipaty ,  Joseph M. Lindquist

IPC分类号： G06F16/35 ,  G06F18/2325 ,  G06F40/295 ,  G06F40/30

CPC分类号： G06F16/35 ,  G06F18/2325 ,  G06F40/295 ,  G06F40/30

摘要： Various systems and methods are presented regarding code-based pattern extraction (Code-PE) and the application of Code-PE to a named entity recognition pipeline. Patterns can be generated from named entities, wherein the entities have an assigned type. Codes are identified within the entities, subsequently vectorized and clustered based upon the presence of the identified codes. Patterns are identified for the respective clusters. The patterns can be applied to an untyped entity, in the event of the pattern matching, the entity can be typed with the type assigned to the pattern. The typed entity can be used to recursively update knowledge regarding typed- and untyped-entities. In the event a pattern incorrectly types an entity, the pattern can be retrained with the updated knowledge.

公开(公告)号：US20240193232A1

公开(公告)日：2024-06-13

申请号：US18064694

申请日：2022-12-12

申请人： Meta Platforms, Inc.

发明人： Brandon Sloane ,  Ryan Sloane

IPC分类号： G06F18/2325 ,  G06F18/2411

CPC分类号： G06F18/2325 ,  G06F18/2411 ,  G06Q50/01

摘要： Systems, apparatuses and methods provide technology that identifies a first post that is submitted to a first group of a social network. The technology identifies that the first post is a cross-pollination candidate, identifies a second group of the social network, generates a first vector that is to represent one of the first post or the first group, generates a second vector that is to represent the second group, determines whether the second group matches a cross-pollination criteria based on a comparison of the first vector to the second vector, and determines whether to automatically generate a second post based on the first post, and submit the second post to the second group based on whether the second group matches the cross-pollination criteria.