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Everyone’s a Critic: Memory Models and Uses for an Artificial Turing Judge 1
In: http://agi-conf.org/2009/papers/paper_19.pdf
Abstract: The Turing test was originally conceived by Alan Turing [20] to determine if a machine had achieved human-level intelligence. Although no longer taken as a comprehensive measure of human intelligence, passing the Turing test remains an interesting challenge as evidenced by the still unclaimed Loebner prize[7], a high profile prize for the first AI to pass a Turing style test. In this paper, we sketch the development of an artificial “Turing judge” capable of critically evaluating the likelihood that a stream of discourse was generated by a human or a computer. The knowledge our judge uses to make the assessment comes from a model of human lexical semantic memory known as latent semantic analysis[9]. We provide empirical evidence that our implemented judge is capable of distinguishing between human and computer generated language from the Loebner Turing test competition with a degree of success similar to human judges.
Keyword: Decision Making; General Knowledge; Language; Machine learning; Turing test
URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.153.5910
http://agi-conf.org/2009/papers/paper_19.pdf
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