SYSTEM AND METHOD FOR INFORMATION RETRIEVAL FOR NOISY DATA

Patent №

US 11,640,417

Granted

2023-05-02

Filed 2021

Owner

Q2 SOFTWARE, INC.

Lab

AI components

5

ml · nlp · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17543469

Embodiments of systems and methods for information retrieval are disclosed. Embodiments of such systems and methods may perform information retrieval based on a language model that is used to generate a single vector for the search terms of a query. Similarly, a single vector representation of each of the data records to be searched is obtained and the single vector representing the search terms of the query compared to the single vector of each data record to determine a similarity metric. The resulting similarity metrics associated with each of the data records can be used to rank, present or return one or more data records.

Machine learningNatural languageSpeechKnowledge representationAI hardwareG06F 16/3334G06F 16/164G06F 16/313G06F 16/3344G06F 16/3347G06F 16/387G06N 3/042

AI classification

Natural language1.00
Knowledge representation0.99
AI hardware0.97
Speech0.88
Machine learning0.83
Planning0.04
Evolutionary computation0.01
Vision0.00

Ownership

Q2 SOFTWARE, INC.

assignment · 585450145

Assignors

BARBOUR, JESSE LEE

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

From the same owner

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