公开(公告)号：US20240169408A1

公开(公告)日：2024-05-23

申请号：US17991175

申请日：2022-11-21

Applicant: eBay Inc.

Inventor： Gilad Eliyahu Fuchs ,  Ido Ben-Shaul ,  Matan Mandelbrod

IPC: G06Q30/06 ,  G06F40/295 ,  G06Q30/02

CPC classification number: G06Q30/0627 ,  G06F40/295 ,  G06Q30/0202

Abstract: A method of predicting a release date of an item is provided. The method includes applying a first rule set to a first data set to create a second data set. The first rule set includes a rule that correlates a phrase with a date within a text string of the first data set. A second rule set is then applied to the second data set to create a third data set. The second rule set can include a rule that identifies a first item within a text string of the second data set and correlates the first item with the date such that the third data set has the first item that correlates with the date. A release date is then identified for the first item based on the date and a language pattern associated with the date.

公开(公告)号：US20230385887A1

公开(公告)日：2023-11-30

申请号：US17752652

申请日：2022-05-24

Applicant: eBay Inc.

Inventor： Gilad Eliyhau Fuchs ,  Haggai Roitman ,  Matan Mandelbrod

IPC: G06Q30/06 ,  G06N7/00 ,  G06F40/205 ,  G06F40/284 ,  G06F40/174

CPC classification number: G06Q30/0603 ,  G06N7/005 ,  G06F40/205 ,  G06F40/284 ,  G06F40/174

Abstract: A system may receive, via a user interface associated with an online marketplace, a request to generate the listing for the item, the request including a natural language text input as a title for the listing. The system may generate, based on inputting the natural language text to a transformer-based machine learning model, a predicted value for an item description attribute of the item. In some examples, a value of the item description attribute may be unspecified in the natural language text and may describe a feature associated with the item as produced. The system may then cause presentation, via the user interface associated with the online marketplace, of the listing including the predicted value for the item description attribute.