公开(公告)号：US12236204B2

公开(公告)日：2025-02-25

申请号：US18074394

申请日：2022-12-02

Applicant: NVIDIA CORPORATION

Inventor： Shubhadeep Das ,  Yi-Hui Lee ,  Oluwatobi Olabiyi ,  Zhilin Wang

IPC: G06F40/56 ,  G06F40/284

Abstract: In various examples, a technique for slot filling includes receiving a natural language sentence from a user and identifying a first mention span included in the natural language sentence. The technique also includes determining, using a first machine learning model, that the first mention span is associated with a first slot class included in a set of slot classes based on a set of slot class descriptions corresponding to the set of slot classes.

公开(公告)号：US20240184991A1

公开(公告)日：2024-06-06

申请号：US18061027

申请日：2022-12-02

Applicant: NVIDIA Corporation

Inventor： Ameya Sunil Mahabaleshwarkar ,  Zhilin Wang ,  Oluwatobi Olabiyi

IPC: G06F40/35 ,  G06F16/2455 ,  G06F40/279 ,  G06F40/40

CPC classification number: G06F40/35 ,  G06F16/2455 ,  G06F40/279 ,  G06F40/40 ,  G06N3/091

Abstract: In various examples, systems and methods are disclosed relating to generating dialogue responses from structured data for conversational artificial intelligence (AI) systems and applications. Systems and methods are disclosed for training or updating a machine learning model—such as a deep neural network—for deployment using structured data from dialogues of multiple domains. The systems and methods can generate responses to users to provide a more natural user experience, such as by generating alternative outputs that vary in syntax with respect to how the outputs incorporate data used to respond to user utterances, while still accurately providing information to satisfy requests from users.