Natural Language Processing part 1
Discover essential reads on language and computation with Natural Language Processing Part 1, featuring Geoffrey Nunberg's The Way We Talk Now and John R. Pierce's An Introduction to Information Theory—perfect for exploring linguistics, NLP, and data science fundamentals.
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Pattern Recognition and Machine Learning (Information Science and Statistics)
No summary available.
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Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning series)
by Koller, Daphne
No summary available.
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Introduction to Automata Theory, Languages, and Computation (3rd Edition)
No summary available.
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Semisupervised Learning for Computational Linguistics (Chapman & Hall/Crc Computer Science & Data Analysis)
No summary available.
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Numerical Optimization (Springer Series in Operations Research and Financial Engineering)
No summary available.
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An introduction to information theory
by John Robinson Pierce
Behind the familiar surfaces of the telephone, radio, and television lies a sophisticated and intriguing body of knowledge known as information theory. This is the theory that has permeated the rapid development of all sorts of communication, from color television to the clear transmission of photographs from the vicinity of Jupiter. Even more revolutionary progress is expected in the future. To give a solid introduction to this burgeoning field, J. R. Pierce has revised his well-received 1961 study of information theory for an up-to-date second edition. Beginning with the origins of the field, Dr. Pierce follows the brilliant formulations of Claude Shannon and describes such aspects of the subject as encoding and binary digits, entropy. language and meaning, efficient encoding , and the noisy channel. He then goes beyond the strict confines of the topic to explore the ways in which information theory relates to physics, cybernetics, psychology, and art. Mathematical formulas are introduced at the appropriate points for the benefit of serious students. A glossary of terms and an appendix on mathematical notation are provided to help the less mathematically sophisticated. J. R. Pierce worked for many years at the Bell Telephone Laboratories, where he became Director of Research in Communications Principles. He is currently affiliated with the engineering department of the California Institute of Technology. While his background is impeccable, Dr. Pierce also possesses an engaging writing style that makes his book all the more welcome. An Introduction to Information Theory continues to be the most impressive non-technical account available and a fascinating introduction to the subject for laymen. "An uncommonly good study. . . . Pierce's volume presents the most satisfying discussion to be found."? Scientific American.
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The Way We Talk Now
by Geoffrey Nunberg
A linguist's insightful look at our language, its lessons, and its liabilities.
