公开(公告)号：US11704326B2

公开(公告)日：2023-07-18

申请号：US17407272

申请日：2021-08-20

Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Inventor： Yan Chen ,  Kai Liu ,  Jing Liu

IPC: G06F16/2458 ,  G06F16/2453 ,  G06F40/30 ,  G06N5/02

CPC classification number: G06F16/2468 ,  G06F16/24534 ,  G06F40/30 ,  G06N5/02

Abstract: The present disclosure provides a generalization processing method, apparatus, device and computer storage medium, and relates to technical field of artificial intelligence and specifically to a deep learning technique. A specific implementation solution is: determining a set of candidate queries in a query library that are similar to a requested query in at least one of a literal matching manner, a semantic matching manner and a query rewriting manner; determining a generalized query corresponding to the requested query from the set of candidate queries by using a pre-trained query matching model; wherein the query matching model is obtained by pre-training based on a cross attention model. The generalization for the requested query can be achieved according to the present disclosure.

公开(公告)号：US11709893B2

公开(公告)日：2023-07-25

申请号：US16685731

申请日：2019-11-15

Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Inventor： Yan Chen ,  Kai Liu ,  Jing Liu ,  Yajuan Lyu ,  Qiaoqiao She ,  Kun Liu

IPC: G06F16/90 ,  G06F16/9032 ,  G06N3/02 ,  G06F16/9538 ,  G06F16/903 ,  G06F16/906

CPC classification number: G06F16/90332 ,  G06F16/906 ,  G06F16/90324 ,  G06F16/90335 ,  G06F16/9538 ,  G06N3/02

Abstract: The present disclosure provides a search method, an electronic device and a storage medium, and belongs to a technical field of the Internet. The method includes: determining a first set of features corresponding to an original search statement by parsing the original search statement; obtaining each initial search result corresponding to the original search statement; determining a second set of features corresponding to an initial search result by parsing a title of the initial search result; determining a rewritten search statement corresponding to the original search statement and the initial search result by codecing the first set of features and the second set of features; and obtaining a supplementary search result corresponding to the rewritten search statement.

公开(公告)号：US11461556B2

公开(公告)日：2022-10-04

申请号：US16886244

申请日：2020-05-28

Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Inventor： Yuchen Ding ,  Kai Liu ,  Jing Liu ,  Yan Chen

IPC: G06F40/30 ,  G06F40/258 ,  G06N3/08 ,  G09B7/02

Abstract: A method for processing questions and answers includes: in a process of determining an answer to a question to be answered, determining the semantic representation on the question to be answered respectively with a first semantic representation model of question and a second semantic representation model of question. Semantic representation vectors obtained through the first semantic representation model of question and the second semantic representation model of question are spliced. A spliced semantic vector is determined as a semantic representation vector of the question to be answered. An answer semantic vector matching the semantic representation vector of the question to be answered is acquired from a vector index library of answer, and an answer corresponding to the answer semantic vector is determined as a target answer to the question to be answered.