公开(公告)号：US20240153246A1

公开(公告)日：2024-05-09

申请号：US17983327

申请日：2022-11-08

Applicant: eBay Inc.

Inventor： Baohao Liao ,  Sanjika Hewavitharana ,  Michael Damian Kozielski ,  Friedrich Leonard Dahlmann ,  Shahram Khadivi

IPC: G06V10/774 ,  G06F40/284 ,  G06Q30/06 ,  G06V10/74 ,  G06V10/764

CPC classification number: G06V10/774 ,  G06F40/284 ,  G06Q30/0643 ,  G06V10/761 ,  G06V10/764

Abstract: A system may receive, via a first user interface associated with an online marketplace, a multi-modality request to retrieve a listing for an item, the multi-modality request comprising at least a first image and a first natural language text associated with the item. The system may generate an item embedding based on inputting the first image and the first natural language text to a machine learning model and may generate a first vector associated with the first image and the first natural language text included in the multi-modality request. The system may cause presentation, via the first user interface associated with the online marketplace, of one or more listings for the item retrieved based at least in part on a similarity metric between the first vector and a second vector of a plurality of vectors associated with a plurality of listings.

公开(公告)号：US20220076132A1

公开(公告)日：2022-03-10

申请号：US17529032

申请日：2021-11-17

Applicant: eBay Inc.

Inventor： Evgeny Matusov ,  Wenhu Chen ,  Shahram Khadivi

IPC: G06N3/08 ,  G06N20/00 ,  G06F16/30 ,  G06F16/178 ,  G06F16/9535 ,  G06N3/04 ,  G06F40/30 ,  G06F40/58

Abstract: Systems and methods for neural machine translation are provided. In one example, a neural machine translation system translates text and comprises processors and a memory storing instructions that, when executed by at least one processor among the processors, cause the system to perform operations comprising, at least, obtaining a text as an input to a neural network system, supplementing the input text with meta information as an extra input to the neural network system, and delivering an output of the neural network system to a user as a translation of the input text, leveraging the meta information for translation.

公开(公告)号：US20240037405A1

公开(公告)日：2024-02-01

申请号：US18243168

申请日：2023-09-07

Applicant: eBay Inc.

Inventor： Evgeny Matusov ,  Wenhu Chen ,  Shahram Khadivi

IPC: G06N3/086 ,  G06N20/00 ,  G06F16/30 ,  G06F16/178 ,  G06F16/9535 ,  G06F40/30 ,  G06F40/58 ,  G06N3/044 ,  G06N3/045

CPC classification number: G06N3/086 ,  G06N20/00 ,  G06F16/30 ,  G06F16/1794 ,  G06F16/9535 ,  G06F40/30 ,  G06F40/58 ,  G06N3/044 ,  G06N3/045 ,  G06F16/00

Abstract: Systems and methods for neural machine translation are provided. In one example, a neural machine translation system translates text and comprises processors and a memory storing instructions that, when executed by at least one processor among the processors, cause the system to perform operations comprising, at least, obtaining a text as an input to a neural network system, supplementing the input text with meta information as an extra input to the neural network system, and delivering an output of the neural network system to a user as a translation of the input text, leveraging the meta information for translation.

公开(公告)号：US11783197B2

公开(公告)日：2023-10-10

申请号：US17529032

申请日：2021-11-17

Applicant: eBay Inc.

Inventor： Evgeny Matusov ,  Wenhu Chen ,  Shahram Khadivi

IPC: G06N3/08 ,  G06N3/04 ,  G06N20/00 ,  G06F40/30 ,  G06F40/58 ,  G06F16/30 ,  G06F16/178 ,  G06F16/9535 ,  G06N3/086 ,  G06N3/044 ,  G06N3/045 ,  G06F16/00

CPC classification number: G06N3/086 ,  G06F16/1794 ,  G06F16/30 ,  G06F16/9535 ,  G06F40/30 ,  G06F40/58 ,  G06N3/044 ,  G06N3/045 ,  G06N20/00 ,  G06F16/00

Abstract: Systems and methods for neural machine translation are provided. In one example, a neural machine translation system translates text and comprises processors and a memory storing instructions that, when executed by at least one processor among the processors, cause the system to perform operations comprising, at least, obtaining a text as an input to a neural network system, supplementing the input text with meta information as an extra input to the neural network system, and delivering an output of the neural network system to a user as a translation of the input text, leveraging the meta information for translation.

公开(公告)号：US12271824B2

公开(公告)日：2025-04-08

申请号：US18243168

申请日：2023-09-07

Applicant: eBay Inc.

Inventor： Evgeny Matusov ,  Wenhu Chen ,  Shahram Khadivi

IPC: G06N3/086 ,  G06F16/00 ,  G06F16/178 ,  G06F16/30 ,  G06F16/9535 ,  G06F40/30 ,  G06F40/58 ,  G06N3/044 ,  G06N3/045 ,  G06N20/00

Abstract: Systems and methods for neural machine translation are provided. In one example, a neural machine translation system translates text and comprises processors and a memory storing instructions that, when executed by at least one processor among the processors, cause the system to perform operations comprising, at least, obtaining a text as an input to a neural network system, supplementing the input text with meta information as an extra input to the neural network system, and delivering an output of the neural network system to a user as a translation of the input text, leveraging the meta information for translation.

公开(公告)号：US11238348B2

公开(公告)日：2022-02-01

申请号：US15584482

申请日：2017-05-02

Applicant: eBay Inc.

Inventor： Evgeny Matusov ,  Wenhu Chen ,  Shahram Khadivi

IPC: G06N3/08 ,  G06N20/00 ,  G06F16/30 ,  G06F16/178 ,  G06F16/9535 ,  G06N3/04 ,  G06F40/30 ,  G06F40/58 ,  G06F16/00

Abstract: Systems and methods for neural machine translation are provided. In one example, a neural machine translation system translates text and comprises processors and a memory storing instructions that, when executed by at least one processor among the processors, cause the system to perform operations comprising, at least, obtaining a text as an input to a neural network system, supplementing the input text with meta information as an extra input to the neural network system, and delivering an output of the neural network system to a user as a translation of the input text, leveraging the meta information for translation.

公开(公告)号：US20170323203A1

公开(公告)日：2017-11-09

申请号：US15584482

申请日：2017-05-02

Applicant: eBay Inc.

Inventor： Evgeny Matusov ,  Wenhu Chen ,  Shahram Khadivi

IPC: G06N3/08 ,  G06F17/30 ,  G06F17/27 ,  G06F15/18

CPC classification number: G06N3/086 ,  G06F16/00 ,  G06F16/1794 ,  G06F16/30 ,  G06F16/9535 ,  G06F17/2785 ,  G06F17/289 ,  G06N3/0445 ,  G06N3/0454 ,  G06N20/00

Abstract: Systems and methods for neural machine translation are provided. In one example, a neural machine translation system translates text and comprises processors and a memory storing instructions that, when executed by at least one processor among the processors, cause the system to perform operations comprising, at least, obtaining a text as an input to a neural network system, supplementing the input text with meta information as an extra input to the neural network system, and delivering an output of the neural network system to a user as a translation of the input text, leveraging the meta information for translation.