Tuesday, November 1, 2016

Intents, Entities, and Model Training LUIS

One of the key problems in human-computer interactions is the ability of the computer to understand what a person wants, and to find the pieces of information that are relevant to their intent. 

Ex : " Get the stock price for msft". In this case the intent is to get the stock price of the company and entity is msft.

Intent -> What we want to do.

Entity -> an object that exists and is distinguishable from other objects

More example for utterance

Tell me the price of tsla
What is the price of tsla?

Show me the price of tsla?
What is msft at today?

LUIS is designed to enable you to very quickly deploy an http endpoint that will take the sentences you send it, and interpret them in terms of the intention they convey, and the key entities like “msft” that are present. 

LUIS lets you custom design the set of intentions and entities that are relevant to the application, and then guides you through the process of building a language understanding system.

Steps involved in creating LUIS model

URL : https://www.luis.ai/

Create Intent

Create Entities




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