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Machine Translation (The MIT Press Essential Knowledge series),Used
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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 service in The Hitchhiker's Guide to the Galaxy. Since the advent of computers, research has focused on the design of digital machine translation toolscomputer programs capable of automatically translating a text from a source language to a target language. This has become one of the most fundamental tasks of artificial intelligence. This volume in the MIT Press Essential Knowledge series offers a concise, nontechnical overview of the development of machine translation, including the different approaches, evaluation issues, and market potential. The main approaches are presented from a largely historical perspective and in an intuitive manner, allowing the reader to understand the main principles without knowing the mathematical details.The book begins by discussing problems that must be solved during the development of a machine translation system and offering a brief overview of the evolution of the field. It then takes up the history of machine translation in more detail, describing its predigital beginnings, rulebased approaches, the 1966 ALPAC (Automatic Language Processing Advisory Committee) report and its consequences, the advent of parallel corpora, the examplebased paradigm, the statistical paradigm, the segmentbased approach, the introduction of more linguistic knowledge into the systems, and the latest approaches based on deep learning. Finally, it considers evaluation challenges and the commercial status of the field, including activities by such major players as Google and Systran.
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- Q: How many pages does this book have? A: This book has two hundred ninety-six pages. It's a comprehensive overview of machine translation.
- Q: What is the binding type of this book? A: The binding type is paperback. This makes it lightweight and easy to handle.
- Q: What are the dimensions of this book? A: The dimensions are five point zero six inches in length, zero point seven nine inches in width, and seven point zero six inches in height. These dimensions make it portable.
- Q: Who is the author of this book? A: The author is Thierry Poibeau. He provides insights into the development of machine translation.
- Q: What is the main topic covered in the book? A: The book covers the development of machine translation. It discusses various approaches and evaluation challenges.
- Q: Is this book suitable for beginners? A: Yes, this book is suitable for beginners. It offers a nontechnical overview that is easy to understand.
- Q: Can this book help me understand machine translation better? A: Yes, it provides a concise overview of machine translation. It covers historical perspectives and key players in the industry.
- Q: What reading level is this book appropriate for? A: This book is appropriate for adults and older teens. It avoids complex mathematical details.
- Q: How should I store this book to keep it in good condition? A: Store this book in a cool, dry place. Keeping it away from direct sunlight will help preserve its condition.
- Q: Are there any special care instructions for this book? A: No special care instructions are needed. Just avoid bending the pages and keep it clean.
- Q: What should I do if this book arrives damaged? A: If the book arrives damaged, you should contact customer support for a return or replacement. They can assist you with the process.
- Q: Is there a return policy for this book? A: Yes, there is a return policy available. Typically, returns are accepted within a specified timeframe.
- Q: How does this book compare to other machine translation books? A: This book is more concise than many technical texts. It focuses on a high-level overview rather than deep technical details.
- Q: Is this book suitable for professionals in AI? A: Yes, professionals can benefit from this book. It provides a historical context that can enhance understanding of current technologies.
- Q: Does this book include practical examples of machine translation? A: Yes, it includes discussions on various approaches to machine translation. However, it focuses more on theoretical aspects.
- Q: Will this book help me in my studies related to artificial intelligence? A: Yes, this book provides foundational knowledge about machine translation, which is a key area in artificial intelligence.