反语自动加工研究进展:语言、认知和多视角

Qingcheng Zeng, Anran Li
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引用次数: 4

摘要

反讽是日常交际中普遍存在的一种比喻性语言。以前,许多研究人员从语言学、认知科学和计算方面研究反讽。近年来,由于深度神经模型在自然语言处理(NLP)中的快速发展,在反语自动处理方面取得了一些进展。在本文中,我们将全面概述计算反语,从语言学理论和认知科学的见解,以及它与下游NLP任务的相互作用和新提出的多重反语处理观点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Survey in Automatic Irony Processing: Linguistic, Cognitive, and Multi-X Perspectives
Irony is a ubiquitous figurative language in daily communication. Previously, many researchers have approached irony from linguistic, cognitive science, and computational aspects. Recently, some progress have been witnessed in automatic irony processing due to the rapid development in deep neural models in natural language processing (NLP). In this paper, we will provide a comprehensive overview of computational irony, insights from linguisic theory and cognitive science, as well as its interactions with downstream NLP tasks and newly proposed multi-X irony processing perspectives.
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