Introduction to Language Understanding Intelligent Service (LUIS) - Microsoft Cognitive Services

Microsoft Research · 75K views · 2016 · 12:46

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Computer vision, speech & NLPLLMs & generative AItutorialdated

Why Stack Overflow recommends it

Stack Overflow users link it as the introductory tutorial they followed when first building LUIS apps and then hit problems with entities such as locations, dates and numbers.

Recommended by 0 people across 0 different months, 2016 to 2019.

What it is

A 2016 Microsoft Research session in which Osmar Soursour, a software engineer at ATL-Cairo, introduces LUIS (Language Understanding Intelligent Service) from Microsoft Cognitive Services. He shows how to build language understanding models with intents and entities and deploy them to an HTTP endpoint.

What people said

Cites Tony · 2016-12 · Stack Overflow · on “How to use bing speech API in app?”

Bing Speech API and LUIS have two different purposes. The purpose of the Bing speech API is to listen to speech and convert it into text. Once it recognizes a speech, it gives you an array of possible text results in decreasing order of 'confidence' (confidence implying accuracy). LUIS, on the other hand, is a language understanding API. You will need to use this only if you want your app to understand and respond to speech-based instructions. LUIS has to be trained to identify the 'intent' of a text using 'utterances' and 'entities'. (Do not confuse this with android intents) So, only if you need to know the intent behind a speech input, you should sign up for LUIS. Since LUIS accepts only

Cites Toto · 2017-01 · Stack Overflow · on “Luis intents with composite terms”

No I just have a 'chopped' intent and I would like to have a 'chopped steak' intent. I have reproduced the example application shown in this tutorial ( [this video] ) but LUIS would fail to pick "San Diego" as a location, picking only "San", so I'm really confused right now...

Cites NoeG · 2019-05 · Stack Overflow · on “How to use dates and numbers separately with LUIS.ai?”

I'm testing LUIS.ai and I'm following the introduction that I saw on Youtube ( [this video] ), but I'm doing it in French because I need it. So I'm writing some utterances for an intent but I have a problem with prebuilt entities "Date" and "Number". Indeed when I want it to detect a date, I'm using the prebuilt entity "Date" on the suitable pattern, but the problem is that every number and date are automatically detected as dates, and I don't find how to remove the date entity from the pattern it is directly applied to. And if I completely delete the date entity but bring the prebuilt number entity, every number are detected as numbers, but I can't bring back the date entity in the same time bec