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README.md
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README.md
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### Language Understanding
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A machine learning-based service to build natural language experiences. Quickly create enterprise-ready, custom models that continuously improve. Language Understanding Service(LUIS) allows your application to understand what a person wants in their own words.
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<< UPDATE SECTION >>
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**Improve developer productivity** - General availability of our prediction endpoint V3. Ability to import and export .lu files. This paves the way for an effective CI/CD process.
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**Language expansion** - Supporting Basic support for Arabic and Hindi in public preview.
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**Enhance user experience** - revamp labeling experience to enable building and debugging complex models
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**Advance language understanding capabilities** - building sophisticated language models with less effort
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* Defining machine learning features at the model level and enabling models to be used as signals to other model, like using entities as features to intents and to other entities.
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* Extract information from text in the format of deep hierarchy structure, making conversation applications more powerful.
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### QnA Maker
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QnA Maker is a cloud-based API service that creates a conversational, question-and-answer layer over your data. With QnA Maker, you can build, train and publish a simple question and answer bot based on FAQ URLs, structured documents, product manuals or editorial content in minutes.
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