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    Dialogue-based problem-solving systems require inferentia... — Carmelics
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    Supports→Subsymbolic and statistical representations are disqualified from serving as the primary semantic basis for dialogue-based problem-solving systems.

    Dialogue-based problem-solving systems require inferential reasoning chains, plan generation, justifications, and extended linguistic responses.

    Philosophy of Language
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    Philosophy of Language

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    Subsymbolic and statistical representations are disqualified from serving as the...Subsymbolic and statistical representations cannot generate plans, justification...Subsymbolic and statistical representations provide only classifications or one-...

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    Such systems require representations that can be reasoned with.76%Logical or symbolic representations are the only viable option for dia...75%Argumentation schemes are legitimate forms of reasoning when properly ...74%Davidson suggests practical reasoning and explanatory reasoning are em...74%

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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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