CONTEXT-SENSITIVE GENERATION OF CONVERSATIONAL RESPONSES

Patent №

US 10,536,402

Granted

2020-01-14

Filed 2018

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16112611

Examples are generally directed towards context-sensitive generation of conversational responses. Context-message-response n-tuples are extracted from at least one source of conversational data to generate a set of training context-message-response n-tuples. A response generation engine is trained on the set of training context-message-response n-tuples. The trained response generation engine automatically generates a context-sensitive response based on a user generated input message and conversational context data. A digital assistant utilizes the trained response generation engine to generate context-sensitive, natural language responses that are pertinent to user queries.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareH04L 51/02G06F 40/56G06N 3/044G06N 3/0442G06N 3/045G06N 3/0475G06N 3/09

AI classification

Natural language1.00
Speech1.00
Planning1.00
Machine learning1.00
Knowledge representation1.00
AI hardware0.97
Evolutionary computation0.01
Vision0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 467040695

Assignors

GALLEY, MICHEL, SORDONI, ALESSANDRO, BROCKETT, CHRISTOPHER JOHN, GAO, JIANFENG, DOLAN, WILLIAM BRENNAN, JI, YANGFENG, AULI, MICHAEL, MITCHELL, MARGARET ANN, NIE, JIAN-YUN

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

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