SYSTEM AND METHOD FOR GENERATING ANSWERS TO NATURAL LANGUAGE QUESTIONS BASED ON DOCUMENT TABLES

Patent №

US 11,243,948

Granted

2022-02-08

Filed 2019

Owner

SALESFORCE.COM, INC.

Lab

AI components

5

ml · nlp · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16536172

Embodiments described herein provide a mechanism that translates a natural language question to a database query format that may be applied to a data table to generate an answer to the natural language question. The system may identify key terms from a natural language question and classify the key terms as variable names or operation names. The natural language question is than translated into a format of question template containing variable names and operation names. In this way, the system may map the template question to a database query which can be applied to operate on a relational database to identify a cell value that represents an answer to the natural language question.

Machine learningNatural languageSpeechKnowledge representationAI hardwareG06F 7/00G06F 16/24522G06F 7/14G06F 16/2282G06F 16/243G06F 16/285

AI classification

Natural language1.00
AI hardware1.00
Speech1.00
Knowledge representation0.99
Machine learning0.96
Planning0.39
Vision0.11
Evolutionary computation0.00

Ownership

SALESFORCE.COM, INC.

assignment · 500240044

Assignors

MUSTAFI, JOY

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

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