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Showing posts from August, 2019

What is LUIS -- Useful notes

What is Luis The LUIS app provides intelligence so the client application can make smart choices. LUIS doesn't provide those choices. Points to be noted: After the model is built and published to the endpoint, the client application sends utterances to the published prediction  endpoint  API. The API applies the model to the text for analysis. The API responds with the prediction results in a JSON format. The minimum JSON endpoint response contains the query utterance, and the top scoring intent. It can also extract data such as the following Contact Type entity. Improve model prediction:After a LUIS model is published and receives real user utterances, LUIS provides several methods to improve prediction accuracy:  active learning  of endpoint utterances,  phrase lists  for domain word inclusion, and  patterns  to reduce the number of utterances needed. Query the en...