Invention Grant
- Patent Title: Gender attribute assignment using a multimodal neural graph
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Application No.: US18103862Application Date: 2023-01-31
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Publication No.: US12062081B2Publication Date: 2024-08-13
- Inventor: Mansi Ranjit Mane , Anirudha Sundaresan , Aditya Mantha , Stephen Dean Guo , Kannan Achan
- Applicant: Walmart Apollo, LLC
- Applicant Address: US AR Bentonville
- Assignee: WALMART APOLLO, LLC
- Current Assignee: WALMART APOLLO, LLC
- Current Assignee Address: US AR Bentonville
- Agency: BRYAN CAVE LEIGHTON PAISNER LLP
- Main IPC: G06Q30/0601
- IPC: G06Q30/0601 ; G06F16/901 ; G06F16/906 ; G06F40/20 ; G06N3/048

Abstract:
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 perform functions including: receiving a respective item description and at least one respective attribute value for each item of a set of items; generating at least one respective text embedding; generating a graph of the set of items based on at least co-view data to create pairs of items that are co-viewed by joining respective pairs of items; training the text embedding model and a machine learning model using a neural loss function based on the graph; and automatically determining, using the machine learning model, as trained, a label for each item of the set of items. Other embodiments are disclosed.
Public/Granted literature
- US20230177591A1 GENDER ATTRIBUTE ASSIGNMENT USING A MULTIMODAL NEURAL GRAPH Public/Granted day:2023-06-08
Information query