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Grasping Metaphors: Lexical Semantics in Metaphor Analysis

机译:掌握隐喻:隐喻分析中的词汇语义学

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摘要

Metaphors represent to date an extraordinary challenge for computational linguistics. Dealing with metaphors has relevant consequences on our ability to build agents and systems that understand Natural Language and text documents: annotating metaphoric constructions by linking the metaphor elements to existing resources is a crucial step to make text documents more easily accessible by machines. Our approach tackles metaphors by considering concepts and their abstractness. We report the encouraging results obtained in a preliminary experimentation; we elaborate on present limitations, and individuate the needed improvements, which will be the base for future work.
机译:迄今为止,隐喻代表了计算语言学的非凡挑战。处理隐喻会对我们构建理解自然语言和文本文档的代理和系统的能力产生重要影响:通过将隐喻元素链接到现有资源来注释隐喻结构是使机器更易于访问文本文档的关键步骤。我们的方法通过考虑概念及其抽象性来解决隐喻。我们报告了在初步实验中获得的令人鼓舞的结果;我们将详细阐述当前的局限性,并个性化所需的改进,这将是将来工作的基础。

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