PIVOT GROUP GENERATION FOR SEARCH AND RECOMMENDATION SYSTEMS

    公开(公告)号:US20250124483A1

    公开(公告)日:2025-04-17

    申请号:US18399452

    申请日:2023-12-28

    Applicant: eBay Inc.

    Abstract: Some aspects relate to technologies for generating pivots using a generative model and grouping items into pivot groups using the pivots. Pivots are generated by obtaining item information for items, generating a prompt using the item information, and causing a generative model to use the prompt to generate text for the pivots, including a pivot name and pivot description for each pivot. A pivot embedding is also generated for each pivot. When items are to be returned to a user device (e.g., as recommended items or search result items), item embeddings for the items and the pivot embeddings for the pivots are used to assign each item to a particular pivot to generate pivot groups that each includes a pivot name, a pivot description, and assigned items. User interface information is provided to present at least a portion of the pivot groups on a user device.

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