CONVERSATIONAL AI WITH MULTI-LINGUAL HUMAN CHATLOGS

Patent №

US 11,853,712

Granted

2023-12-26

Filed 2021

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17303728

A method, computer system, and computer program product for multi-lingual chatlog training are provided. The embodiment may include receiving, by a processor, a plurality of data related to conversational data in multiple languages. The embodiment may also include assigning an intent label to each conversational data. The embodiment may further include assigning a language label to each conversational data. The embodiment may also include paring the plurality of the data related to the conversational data according to the intent label and the language label. The embodiment may further include training a machine learning model using a multi-lingual and multi-intent conversational data pairing. The embodiment may also include training the machine learning model using a single language and multi-intent conversational data paring.

Machine learningNatural languageVisionSpeechKnowledge representationAI hardwareG06F 40/58G06F 18/214G06F 40/216G06F 40/263G06F 40/30G06F 40/35G06F 40/44G06N 20/00+1 more

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.99
Vision0.97
Planning0.04
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 564530044

Assignors

QI, HAODE, PAN, LIN, SHAH, ABHISHEK, KUNC, LADISLAV, POTDAR, SALONI

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

From the same owner

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