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Named Entity Linking (NEL) is a crucial task in natural language processing that involves identifying named entities mentioned in text and linking them to unique entities in a knowledge base. By doing so, a deeper semantic understanding of the text is achieved, which improves the accuracy of downstream applications. In other words, NEL is essential…
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Decision trees are a popular machine learning algorithm that is widely used in predictive modeling. The algorithm creates a tree-like structure of decision rules based on input features to predict the target variable. The resulting model is called a rule-based classification model, which is used to classify data points into different classes based on their…
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Text mining is a powerful tool used to uncover insights from large volumes of unstructured textual data. This data is typically collected from sources like social media, email, and web pages, as well as internal sources like customer feedback and internal reports. The goal of text mining is to transform this unstructured data into structured…
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Robotics and artificial intelligence are evolving at an unprecedented pace, bringing with them a range of ethical concerns. With intelligent machines becoming more commonplace, it is vital to examine the ethical, legal, and social implications of their use to ensure they do not interfere with human rights. While the potential benefits of robotics and artificial…
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The advent of technology has revolutionized the way we communicate with one another. Natural language processing (NLP) is one of the most exciting advancements in this field, allowing computers to comprehend and interpret human language. One of the most remarkable applications of NLP is text generation. This technology essentially involves creating pieces of text that…
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Robotics and artificial intelligence technology are rapidly advancing, and the use of robots in various industries is increasing. With this growth, it is essential to explore the relationship between humans and machines and understand how the two can collaborate effectively to achieve common goals. Human-robot collaboration can bring numerous benefits, such as increased productivity and…
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With the ever-increasing importance of virtual assistants, artificial intelligence, and other types of software, the future role of artificial intelligence looks exciting and potentially limitless. Artificial intelligence (AI) is a rapidly developing field of computer science which deals with the development of computer systems that can imitate or “think” like a human. AI systems can…
If you’re one of the many people who have recently gotten a tattoo or are planning to get one, it’s important to understand how to care for it properly. Proper aftercare during the healing process is crucial to making sure your tattoo heals well and looks great in the long-term. But it’s not just about…
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Artificial Intelligence (AI) has brought about a revolution in the way companies engage with their customers. By adopting AI-powered personalization tools, companies can offer tailored user experiences across various industries. The goal of personalization is to provide customers with customized products, services, and experiences that meet their individual needs. This approach enables companies to connect…
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Text summarization is a vital process that enables the creation of condensed versions of lengthy texts. This process is gaining more importance with the continuously increasing amount of textual information available across various domains. Essentially, text summarization involves producing a brief yet informative summary that retains the core ideas presented in the original text. There…
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