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articles/ai-services/language-service/overview.md

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ms.service: cognitive-services
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ms.subservice: language-service
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ms.topic: overview
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ms.date: 04/14/2023
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ms.date: 07/19/2023
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ms.author: aahi
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ms.custom: ignite-fall-2021, event-tier1-build-2022
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---
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| Extract categories of information without creating a custom model. | Unstructured text | The [preconfigured NER feature](./named-entity-recognition/overview.md) | |
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| Extract categories of information using a model specific to your data. | Unstructured text | [Custom NER](./custom-named-entity-recognition/overview.md) ||
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|Extract main topics and important phrases. | Unstructured text | [Key phrase extraction](./key-phrase-extraction/overview.md) | |
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| Determine the sentiment and opinions expressed in text. | Unstructured text | [Sentiment analysis and opinion mining](./sentiment-opinion-mining/overview.md) | |
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| Determine the sentiment and opinions expressed in text. | Unstructured text | [Sentiment analysis and opinion mining](./sentiment-opinion-mining/overview.md) | |
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| Summarize long chunks of text or conversations. | Unstructured text, <br> transcribed conversations. | [Summarization](./summarization/overview.md) | |
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| Disambiguate entities and get links to Wikipedia. | Unstructured text | [Entity linking](./entity-linking/overview.md) | |
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| Classify documents into one or more categories. | Unstructured text | [Custom text classification](./custom-text-classification/overview.md) ||

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