OntoNotes is a comprehensive linguistic resource that provides annotations for natural language processing tasks, particularly for named entity recognition and coreference resolution. It includes a large collection of texts across various genres, such as news articles and conversational dialogues, and is designed to enhance machine learning models by supplying rich semantic information, facilitating improved information extraction and understanding.
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