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CHAPTER Neural Networks and Neural Language Models

Speech and Language Processing. Daniel Jurafsky & James H. Martin. Copyright 2021. Allrights reserved. Draft of December 29, Networks and NeuralLanguage Models [M]achines of this character can behave in a very complicated manner whenthe number of units is large. Alan Turing (1948) Intelligent Machines , page 6 Neural Networks are a fundamental computational tool for Language process-ing, and a very old one. They are called Neural because their origins lie in theMcCulloch-Pitts neuron(McCulloch and Pitts, 1943), a simplified model of thehuman neuron as a kind of computing element that could be described in terms ofpropositional logic. But the modern use in Language processing no longer draws onthese early biological , a modern Neural network is a network of small computing units, eachof which takes a vector of input values and produces a single output value.

CHAPTER 7 Neural Networks and Neural Language Models “[M]achines of this character can behave in a very complicated manner when the number of units is large.” Alan Turing (1948) “Intelligent Machines”, page 6 Neural networks are a fundamental computational tool for language process-ing, and a very old one.

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