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The field of natural language processing (NLP) is one of the most important and useful application areas of artificial intelligence. Following... Læs mere
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International trade demands translation of trade laws and business contracts, immigration leads to rise in court interpreting services, and countries... Læs mere
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We will examine how pre-trained language models like GPT-4 and ChatGPT are limited in their ability to capture external world knowledge and explore various approaches to incorporate knowledge into language models.
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This book introduces readers to the theoretical foundation and application of topic models. More concretely, it covers topics such as fundamental concepts, topic model structures, approximate inference algorithms, and a range of methods used to create high-quality topic models.
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This book presents recent advances in NLP and speech technology, a topic attracting increasing interest in a variety of fields through its myriad applications, such as the demand for speech guided touchless technology during the Covid-19 pandemic.
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Computational linguistics studies natural language in its various manifestations from a computational point of view, both on the... Læs mere
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It is also helpful for scholars working in both Latin and Romance linguistics: the former will find a freely available... Læs mere
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This book presents a new approach to computational musicology in which music becomes a computational entity based on human cognition, allowing us to calculate music like numbers.
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The third part presents various work based on the probability principle, including dual supervised learning and dual inference based on the joint-probability principle and dual semi-supervised learning based on the marginal-probability principle.
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This Element mentions the philosophy of linguistics as it reflects on multiple scientific disciplines aimed at the understanding of our ability to produce and understand... Læs mere