کتاب jurafsky-nlp

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کتاب jurafsky nlp
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The dialogue above is from ELIZA, an early natural language processing system

that could carry on a limited conversation with a user by imitating the responses of

a Rogerian psychotherapist (Weizenbaum, 1966). ELIZA is a surprisingly simple

program that uses pattern matching to recognize phrases like “I need X” and translate

them into suitable outputs like “What would it mean to you if you got X?”. This

simple technique succeeds in this domain because ELIZA doesn’t actually need to

know anything to mimic a Rogerian psychotherapist. As Weizenbaum notes, this is

one of the few dialogue genres where listeners can act as if they know nothing of the

world. Eliza’s mimicry of human conversation was remarkably successful: many

people who interacted with ELIZA came to believe that it really understood them

and their problems, many continued to believe in ELIZA’s abilities even after the

program’s operation was explained to them (Weizenbaum, 1976), and even today

chatbots such chatbots are a fun diversion

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