Neural Machine Translation
Deep learning is revolutionizing how machine translation systems are built today. Code examples in Python give readers a hands-on blueprint for understanding and implementing their own machine translation systems. This book introduces the challenge of machine translation and eval… Celý popis ↓
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Popis Neural Machine Translation
Neural Machine Translation
Deep learning is revolutionizing how machine translation systems are built today. Code examples in Python give readers a hands-on blueprint for understanding and implementing their own machine translation systems. This book introduces the challenge of machine translation and evaluation - including historical, linguistic, and applied context -- then develops the core deep learning methods used for natural language applications.
Summaries of the current research in the field make this a state-of-the-art textbook for undergraduate and graduate classes, as well as an essential reference for researchers and developers interested in other applications of neural methods in the broader The book also provides extensive coverage of machine learning tricks, issues involved in handling various forms of data, model enhancements, and current challenges and methods for analysis and visualization.
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