CROWDSOURCED CHATBOT ANSWERS

Patent №

US 10,692,006

Granted

2020-06-23

Filed 2016

Owner

FACEBOOK, INC.

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15199904

A chatbot can use a knowledge base including question/answer pairs to respond to questions. When a question is asked that does not correspond to a question/answer pair in the knowledge base, the chatbot can send the question to one or more humans to obtain an answer. However, only some people will have the experience, context, knowledge, etc., to answer the question. A model can be trained to select “experts” that are likely to be able to provide a good answer to a question by using both A) a vector comprising characteristics of questions and of the person posing the questions and B) a vector comprising characteristics of a possible expert. The model can trained to produce a value predicting how good an identified expert's answer is likely to be. The model can be trained based on measures of past answers provided for types of questions/questioners.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06N 3/08G06N 5/04G06N 3/0499G06N 3/09G06N 5/022G06N 20/00G06N 20/10

AI classification

Natural language1.00
Machine learning1.00
Planning1.00
Knowledge representation1.00
AI hardware1.00
Vision0.99
Speech0.27
Evolutionary computation0.00

Ownership

FACEBOOK, INC.

assignment · 418410945

Assignors

ZHANG, YING

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

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