Intent Classification Method and System

Patent №

US 10,831,997

Granted

2020-11-10

Filed 2018

Owner

CLOUDMINDS TECHNOLOGY, INC.

Lab

AI components

4

nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16059034

An intent classification method and a system for realizing the intent classification method are provided. The intent classification method can be used for determining an intent class of a sentence input in a language containing information-bearing characters, such as Chinese. The method specifically comprises a step of obtaining at least one set of word embeddings and character embeddings from the sentence input to thereby generate at least one set of integrated word-character embeddings, and a step of determining an intent class corresponding to the sentence input based on the at least one set of integrated word-character embeddings. Herein, each of the at least one set of integrated word-character embeddings corresponds to one of the at least one set of word embeddings and character embeddings.

Natural languageKnowledge representationPlanningAI hardwareG06F 40/279G06F 16/35G06F 40/129G06F 40/30G06N 3/044G06N 3/0442G06N 3/045G06N 3/0464+6 more

AI classification

Natural language1.00
Knowledge representation1.00
AI hardware1.00
Planning0.80
Machine learning0.48
Vision0.38
Speech0.24
Evolutionary computation0.00

Ownership

CLOUDMINDS TECHNOLOGY, INC.

assignment · 574510679

Assignors

LIN, RUIXI

On an employer assignment, the assignors are typically the inventors.

© 2026 NYSGPT2525 LLC