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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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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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The art of tattooing has been around for centuries, but today’s tattoo artists are taking it to new heights. With a keen eye for design, technique, and cultural significance, these artists are exploring the art form in ways that challenge traditional perceptions. This article delves deeper into the world of tattooing, highlighting the work of…
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Pop culture tattoos have taken the world by storm, with fans around the globe eager to show their love and devotion for their favorite characters and icons. From TV shows to movies, music to video games, there’s no shortage of pop culture phenomena that have captured our hearts and imaginations. For many, pop culture tattoos…
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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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Mythology and folklore have always been a fascinating aspect of human culture. They provide us with tales and legends that have stood the test of time and continue to inspire and awe people to this day. It’s no surprise that these ancient tales have made their way into the world of tattoo art, where they…
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Natural Language Processing (NLP) is a field of computer science that involves teaching machines to understand and process human language. However, for machines to learn and improve, they need access to large amounts of high-quality data. This is where text annotation comes in. Annotation is the process of labeling data with specific tags or categories,…
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Identifying outliers and unusual patterns is crucial in various industries and scenarios, ranging from financial fraud detection to system monitoring. Anomaly detection is the process of finding these unusual and significant events in the data that deviate from the normal distribution. Anomalies can be anything out of the ordinary, such as unusual behavior in customer…
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Cross-lingual natural language processing (NLP) is a rapidly growing field of study that is focused on developing computational models and techniques to process and analyze multilingual texts. The techniques involved in cross-lingual NLP are aimed at overcoming the language barriers that exist in multilingual communication. The primary objective is to be able to gain a…
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Event extraction is the process of identifying and extracting important events from textual information such as news articles, reports, and social media posts. It is a significant task in natural language processing (NLP), as it can help analysts to gather important insights from a large amount of text. However, it is not an easy task,…
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