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  ## Conclusion
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  The primary goal of this model is to provide effective and accurate identification of a wide range of entities, surpassing the limits of traditional models. Being the only model in Italy to recognize so many entities, we are confident that it will be an invaluable tool for numerous application areas. Constant evolution and improvement of the model is our top priority to ensure always top-notch performance.
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  ## Conclusion
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  The primary goal of this model is to provide effective and accurate identification of a wide range of entities, surpassing the limits of traditional models. Being the only model in Italy to recognize so many entities, we are confident that it will be an invaluable tool for numerous application areas. Constant evolution and improvement of the model is our top priority to ensure always top-notch performance.
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+ ## Contribution and Contact
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+ If you are interested in contributing to this project, have suggestions for improvement, or require a specific named entity recognizer for your use case, please feel free to reach out. Your input and collaboration can significantly enhance the model's capabilities and applications. For any inquiries or to discuss potential contributions, please contact Michele Montebovi at [montebovi.michele@gmail.com](mailto:montebovi.michele@gmail.com). Your support and participation are highly appreciated as we aim to continuously improve and expand the functionalities of the Italian_NER_XXL model.
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