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Deep learning is revolutionizing how machine translation systems are built today. 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. Code examples in Python give readers a hands-on blueprint for understanding and implementing their own machine translation systems. 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. 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
Deep learning is revolutionizing how machine translation systems are built today. 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
This book offers a discussion of Elizabeth Bishop's translations through close-readings of a selection of poems, with particular attention to the features that relate them to translation, and suggests that translation can be seen as a poetic principle that can be related to the poet's original
This text is a graduate-level introduction to neural networks, focusing on current theoretical models, examining what these models can reveal about how the brain functions, and discussing the ramifications for psychology, artificial intelligence, and the construction of a new generation of
A concise, nontechnical overview of the development of machine translation, including the different approaches, evaluation issues, and major players in the industry.The dream of a universal translation device goes back many decades, long before Douglas Adams's fictional Babel fish provided this
From Hans Christian Andersen award-winning author Philippe Fix, a dazzling portrait of a dreamy optimist filling Paris with ingenious gadgets, toys, and magical contraptions. Seraphin, dreaming of gardens full of birdsongs, sunny avenues, and flowers, works as a ticket seller in a metro station
Translation and Cultural Identity: Selected Essays on Translation and Cross-Cultural Communication tackles the complexity of the concepts mentioned in its title through seven essays, written by most highly regarded experts in the field of Translation Studies: Jose Lambert (Catholic University of
'The next hot ticket could be British artist Philippa Rice, whose marvelously inventive blogs My Cardboard Life and Soppy have won her fans across the world.' --Anna Baddeley, The Observer The wildly popular web comic SOPPY--with more than half a million notes on Tumblr--is the illustrated love
A comprehensive guide to the conceptual, mathematical, and implementational aspects of analyzing electrical brain signals, including data from MEG, EEG, and LFP recordings.This book offers a comprehensive guide to the theory and practice of analyzing electrical brain signals. It explains the
A powerful and accessible translation of Marcus Aurelius's Meditations, an essential book on character, leadership, and how to live a fulfilling life. Marcus Aurelius ruled the Roman Empire at its height, yet he remained untainted by the incalculable wealth and absolute power that had corrupted