博弈论对NLG的启示:以模糊语言为例(特邀演讲)

Kees van Deemter
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引用次数: 21

摘要

这篇非正式的立场文件汇集了形式语义学和语用学的一些最新发展,认为博弈论学科很好地成为自然语言生成的理论支柱。为了展示博弈论方法的一些优势和劣势,我们将关注模糊表达的效用。更具体地说,我们要问博弈论在NLG系统何时应该产生模糊语言的问题上能提供什么启示。
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What Game Theory Can Do for NLG: The Case of Vague Language (Invited Talk)
This informal position paper brings together some recent developments in formal semantics and pragmatics to argue that the discipline of Game Theory is well placed to become the theoretical backbone of Natural Language Generation. To demonstrate some of the strengths and weaknesses of the Game-Theoretical approach, we focus on the utility of vague expressions. More specifically, we ask what light Game Theory can shed on the question when an NLG system should generate vague language.
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