公开(公告)号：US12008054B2

公开(公告)日：2024-06-11

申请号：US17588663

申请日：2022-01-31

申请人： Walmart Apollo, LLC

发明人： Satya Chembolu ,  Tony Eilo Lee ,  Ciya Liao ,  Kaushal Yagnik

IPC分类号： G06F16/953 ,  G06N5/022

CPC分类号： G06F16/953 ,  G06N5/022

摘要： Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and execute functions comprising: receiving, at a search engine, a search query comprising tokens; determining, using a weight determination model, token weights for the tokens included in the search query; comparing the token weights associated with the tokens to a probability threshold; identifying the tokens that satisfy the probability threshold; and utilizing the tokens that satisfy the probability threshold to identify the search results. Other embodiments are disclosed herein.

公开(公告)号：US20240330377A1

公开(公告)日：2024-10-03

申请号：US18737975

申请日：2024-06-08

申请人： Walmart Apollo, LLC

发明人： Satya Chembolu ,  Tony Eilo Lee ,  Ciya Liao ,  Kaushal Yagnik

IPC分类号： G06F16/953 ,  G06N5/022

CPC分类号： G06F16/953 ,  G06N5/022

摘要： A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions, that when executed on the one or more processors, cause the one or more processors to execute operations: determining, using a weight determination model of a machine learning architecture, (a) token weights for tokens included in a search query and (b) extraneous tokens from among the tokens based on at least the token weights; comparing the token weights for the tokens to a probability threshold; segregating, based on at least the token weights, the extraneous tokens from a remainder of the tokens; after segregating, identifying first tokens of the remainder of the tokens that satisfy the probability threshold; and identifying, based on the first tokens of the remainder of the tokens that satisfy the probability threshold, search results for the search query. Other embodiments are described.

公开(公告)号：US20230281257A1

公开(公告)日：2023-09-07

申请号：US17588663

申请日：2022-01-31

申请人： Walmart Apollo, LLC

发明人： Satya Chembolu ,  Tony Eilo Lee ,  Ciya Liao ,  Kaushal Yagnik

IPC分类号： G06F16/953 ,  G06N5/02

CPC分类号： G06F16/953 ,  G06N5/022

摘要： Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and execute functions comprising: receiving, at a search engine, a search query comprising tokens; determining, using a weight determination model, token weights for the tokens included in the search query; comparing the token weights associated with the tokens to a probability threshold; identifying the tokens that satisfy the probability threshold; and utilizing the tokens that satisfy the probability threshold to identify the search results. Other embodiments are disclosed herein.