Discover our Named Entity Recognition Dataset, a broad collection featuring **150,000 sentences** annotated across **24 named entity categories in ten languages**, including Norwegian (Bokmål), Finnish, Turkish, Hindi, Arabic, Danish, Swedish, Hebrew, Russian, and Czech. This dataset is carefully prepared to assist in training AI models to identify various entities like person names, locations, company names, dates, times, and durations.

![80_Named Entity Recognition.jpg](https://prdstrapimediastorage.blob.core.windows.net/prdstrapimediastorage/assets/80_Named_Entity_Recognition_287b995f68.jpg)

Amount

Norwegian, Finnish, Turkish, Hindi, Arabic, Danish, Swedish, Hebrew, Russian, Czech

Region

Types

Scope

## Leverage this dataset to: 

- Enhance AI's understanding of natural language texts in multiple languages.
- Train AI to accurately identify and categorize named entities within sentences.
- Crucial for improving chatbots, search algorithms, and content analysis tools.
- Enable more intuitive and context-aware AI interactions.
- Improve user experiences and the efficiency of information retrieval and analysis.


## This dataset is ideal for
- Chatbot Development and Enhancement
- Natural Language Processing (NLP) Applications
- Search Engines and Information Retrieval Systems
- Content Analysis and Categorization Tools
- AI-Driven Market and Research Analysis



## Technical Specifications
- **Languages Covered**: Norwegian (Bokmål), Finnish, Turkish, Hindi, Arabic, Danish, Swedish, Hebrew, Russian, Czech
- **Sentences**: 150,000 annotated sentences, offering extensive training material.
- **Entity Categories**: 24 types of named entities, including person names, locations, companies, dates, times, and durations.
- **Application Scope**: Suitable for a wide range of NLP applications requiring entity recognition.



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### Ethical Data Collection
At Defined.ai, we are committed to ethical data collection practices, ensuring that our datasets are derived from fully consented, transparent processes. Our global, diverse crowdsourcing strategy not only expands the dataset's scope, but also steadfastly maintains standards of privacy and integrity. [Download our Ethical AI Manifesto](https://connect.defined.ai/ethical-ai-manifesto).

### Tailored to Your Needs
We understand the uniqueness of every project. That's why we offer customizable dataset solutions to match your specific requirements, from particular object classes to desired languages and formats. Our goal is to deliver data that not only meets but exceeds your project expectations.

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Selecting Defined.ai as your data partner opens doors to innovation. Our datasets are foundational elements for developing sophisticated AI models across various applications. With us, you gain more than just data; you leverage our expertise and dedication to advancing AI technology.


### License Information

This dataset is covered by our standard [Data license agreement](https://www.defined.ai/data-license-agreement). The license agreement is perpetual and allows for the commercialization of all models built on the data.
