公开(公告)号：US20220261631A1

公开(公告)日：2022-08-18

申请号：US17248906

申请日：2021-02-12

Applicant: NVIDIA Corporation

Inventor： Jonathan Michael Cohen ,  Ryan Edward Leary ,  Scot Duane Junkin ,  Purnendu Mukherjee ,  Joao Felipe Santos ,  Tomasz Kornuta ,  Varun Praveen

IPC: G06N3/08 ,  G06N3/063 ,  G06N3/04 ,  G06K9/62 ,  G10L17/18

Abstract: Apparatuses, systems, and techniques to provisioning of pipelines for efficient training, retraining, configuring, deploying, and using machine learning models for inference in user-specific platforms.

公开(公告)号：US20230142339A1

公开(公告)日：2023-05-11

申请号：US17521262

申请日：2021-11-08

Applicant: Nvidia Corporation

Inventor： Vlad Getselevich ,  Purnendu Mukherjee

IPC: G10L15/22 ,  G06F40/295 ,  G10L15/06 ,  G06N3/04

CPC classification number: G10L15/22 ,  G06F40/295 ,  G10L15/063 ,  G06N3/0454 ,  G10L2015/0636 ,  G10L2015/223

Abstract: Systems and methods determine an intent of a received voice input corresponds to an intent label and determine an entity for the intent label. The entity may be responsive to a formulation associated with the intent. A value for the entity may be determined and populated to provide the entity as a command to one or more interaction environments. The interaction environment may execute commands responsive to a user input based on the value associated with the entity.

公开(公告)号：US20230316000A1

公开(公告)日：2023-10-05

申请号：US17713470

申请日：2022-04-05

Applicant: Nvidia Corporation

Inventor： Purnendu Mukherjee ,  Vlad Getselevich ,  Ryan Leary

IPC: G06F40/35 ,  G06F40/56 ,  G06N3/04

CPC classification number: G06F40/35 ,  G06N3/0454 ,  G06F40/56

Abstract: Systems and methods determine an answer to an input query and provide a conversational response. The answer may be determined using a trained first neural network to extract the answer from a corpus of information. The answer and the input query may be provided to a second trained neural network to generate a formulation of the input query combined with the answer in order to generate a conversational response.

公开(公告)号：US20230147096A1

公开(公告)日：2023-05-11

申请号：US17521232

申请日：2021-11-08

Applicant: Nvidia Corporation

Inventor： Vlad Getselevich ,  Purnendu Mukherjee

IPC: G06F16/332 ,  G06F40/40 ,  G06F16/35 ,  G06N3/04

CPC classification number: G06F16/3329 ,  G06F40/40 ,  G06F16/353 ,  G06N3/0454

Abstract: Systems and methods determine a classification for an input. For information-based inputs, information stored as unstructured test may be evaluated to determine a response to the input. A reply may be generated that includes at least the response. For declarative inputs, the input may be stored in a natural language format for later use, such as in reply to a subsequent input.