讽刺的语言特征与隐喻的生产质量

S. Skalicky, S. Crossley
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引用次数: 9

摘要

利用语言特征对比喻性语言进行检测,使我们对比喻性语言有了更深入的了解。本研究的目的是评估语言特征是否有助于解释比喻语言的质量差异。本研究收集了大量的隐喻和讽刺反应,并根据隐喻、讽刺和创造力的理论成分对比喻语言质量进行了评级。利用自然语言处理工具,利用与词汇复杂性和语义衔接相关的特定语言特征来预测人类对比喻语言质量的评分。结果表明,语言特征能够预测隐喻和讽刺作品质量的微小差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Linguistic Features of Sarcasm and Metaphor Production Quality
Using linguistic features to detect figurative language has provided a deeper in-sight into figurative language. The purpose of this study is to assess whether linguistic features can help explain differences in quality of figurative language. In this study a large corpus of metaphors and sarcastic responses are collected from human subjects and rated for figurative language quality based on theoretical components of metaphor, sarcasm, and creativity. Using natural language processing tools, specific linguistic features related to lexical sophistication and semantic cohesion were used to predict the human ratings of figurative language quality. Results demonstrate linguistic features were able to predict small amounts of variance in metaphor and sarcasm production quality.
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