公开(公告)号：US20250028958A1

公开(公告)日：2025-01-23

申请号：US18908380

申请日：2024-10-07

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

Inventor： Xuyi CHEN ,  Bo KE ,  Chenhui LI ,  Zhengjie HUANG ,  Shiwei HUANG ,  Weibin LI ,  Shikun FENG

IPC: G06N3/08

Abstract: A data processing method, and a data processing model and a training method therefor are provided, and relate to the field of artificial intelligence, and specifically, to natural language processing, deep learning technologies, and large model technologies. An implementation solution includes: determining input data, where the input data includes a plurality of tokens; determining a correlation between each of the plurality of tokens and each of a plurality of expert networks based on a gating matrix, where the plurality of expert networks are used to reinforce the plurality of tokens; allocating the plurality of tokens to the plurality of expert networks in a uniform manner based on the correlation and a preset capacity of each expert network, to reinforce the plurality of tokens; and determining a data processing result based on the plurality of reinforced tokens.

公开(公告)号：US20230135536A1

公开(公告)日：2023-05-04

申请号：US18089395

申请日：2022-12-27

Applicant: Beijing Baidu Netcom Science Technology Co., Ltd.

Inventor： Chenhui LI ,  Teng HU ,  Shikun FENG ,  Yongfeng CHEN

IPC: G06F16/33 ,  G06F16/31

Abstract: A method and an apparatus for processing a table are provided. The method includes: obtaining text information of cells in the table; obtaining structure information of the cells in the table; and inputting a query word, the text information, and the structure information of the table into a table information extraction model to obtain an answer output from the table information extraction model, wherein the output answer corresponds to the query word in the table.