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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 provides a comprehensive overview of methods to build comparable corpora and of their applications, including machine translation, cross-lingual transfer, and various kinds of multilingual natural language processing.
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This book explores the cognitive plausibility of computational language models and why it’s an important factor in their development and evaluation.
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This book provides readers with a brief account of the history of Language Identification (LI) research and a survey of the features and methods most used in... 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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