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Synthesis Lectures on Human La...For humans understanding a natural language sentence or discourse is so effort... For humans understanding a natural language sentence or discourse is so effortless that we hardly ever think about it. For machines however the task of interpreting natural language especially grasping meaning beyond the literal content has proven... more
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Synthesis Lectures on Human La...Neural networks are a family of powerful machine learning models. This book fo... Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning... more
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