USER QUERY HISTORY EXPANSION FOR IMPROVING LANGUAGE MODEL ADAPTATION

Patent №

US 9,299,342

Granted

2016-03-29

Filed 2015

Owner

MICROSOFT CORPORATION

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14807106

Query history expansion may be provided. Upon receiving a spoken query from a user, an adapted language model may be applied to convert the spoken query to text. The adapted language model may comprise a plurality of queries interpolated from the user's previous queries and queries associated with other users. The spoken query may be executed and the results of the spoken query may be provided to the user.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG10L 15/18G06F 16/24575G06F 16/9024G06F 16/90324G06F 16/90332G06F 16/9535G10L 15/34

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Knowledge representation0.99
Planning0.87
AI hardware0.77
Evolutionary computation0.00
Vision0.00

Ownership

MICROSOFT CORPORATION

assignment · 361640731

Assignors

CHANG, SHUANGYU, LEVIT, MICHAEL, BUNTSCHUH, BRUCE MELVIN

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

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