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    Subsymbolic and statistical representations provide only ... — Carmelics
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    Home/Philosophy of Language
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    Supports→Logical or symbolic representations are the only viable option for dialogue-based problem-solving systems in domains such as circuit fault diagnosis, emergency response, medical contingencies, or vacation planning.

    Subsymbolic and statistical representations provide only classifications or one-shot inferences rather than reasoning chains.

    Philosophy of Language
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    Philosophy of Language

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    Logical or symbolic representations are the only viable option for dialogue-base...Subsymbolic and statistical representations do not generate plans, justification...Subsymbolic and statistical representations have very limited inferential reach ...Such systems require representations that can be reasoned with.

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    Subsymbolic and statistical representations provide only classificatio...96%Subsymbolic and statistical representations do not generate plans, jus...84%Subsymbolic and statistical representations cannot generate plans, jus...83%Subsymbolic and statistical representations have very limited inferent...80%

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    Having surveyed three rather different brands of semantics, we are left with the question of which of these brands serves best in computational linguistic practice. It should be clear from what has been said above that the choice of semantic “tool” will depend on the computational goals of the practitioner. If the goal, for example, is to create a dialogue-based problem-solving system for circuit fault diagnosis, emergency response, medical contingencies, or vacation planning, then an approach b

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