Entity Linking is the process of associating ambiguous mentions in text with their corresponding entities in a knowledge base, enhancing the understanding of the text by providing context and disambiguation. This is crucial for improving information retrieval, question answering, and knowledge graph construction by ensuring accurate and meaningful connections between text and structured data.

Entity Linking

ambiguous mentions

A knowledge base is a centralized repository that stores structured and unstructured information, making it easily accessible for users or systems to retrieve and utilize. It plays a crucial role in enhancing decision-making processes, supporting artificial intelligence applications, and improving customer service by providing quick access to relevant information.

knowledge base

understanding of the text

context and disambiguation

Information retrieval is the process of obtaining relevant information from a large repository, typically using algorithms to match user queries with data. It plays a crucial role in search engines, digital libraries, and databases, focusing on efficiency, accuracy, and relevance of the results provided to the user.

information retrieval

Question answering is a field of artificial intelligence and natural language processing focused on building systems that automatically answer questions posed by humans in natural language. It involves understanding the question, retrieving relevant information, and generating a coherent and accurate response.

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