METHOD AND DEVICE FOR GENERATING DIALOG USING TRAINED DIALOG MODEL

Patent №

US 11,354,512

Granted

2022-06-07

Filed 2019

Owner

ALIBABA GROUP HOLDING LIMITED

Lab

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16704358

A dialog generation method includes: training a sequence to sequence (seq2seq)-based dialog model using a loss function including topic range constraint information; and generating a dialog using the trained dialog model. With the dialog generation method, topic range constraint information is introduced in the process of dialog model training using a loss function including the topic range constraint information, thus helping to prevent the trained model from producing low-quality meaningless replies.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 40/30G06N 3/088G06F 16/3329G06N 3/044G06N 3/0442G06N 3/045G06N 3/0455G06N 3/0895+3 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.97
Planning0.64
Vision0.01
Evolutionary computation0.01

Ownership

ALIBABA GROUP HOLDING LIMITED

assignment · 513150475

Assignors

CHANG, XIAOFU, CHAO, LINLIN, XU, PENG, LI, XIAOLONG

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

From the same owner

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